diff --git "a/openvino_encoder_model.xml" "b/openvino_encoder_model.xml"
--- "a/openvino_encoder_model.xml"
+++ "b/openvino_encoder_model.xml"
@@ -21,7 +21,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2" name="Convert_47749" type="Convert" version="opset1">
+		<layer id="2" name="Convert_873616" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -48,7 +48,7 @@
 				</port>
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 		</layer>
-		<layer id="4" name="Convert_47752" type="Convert" version="opset1">
+		<layer id="4" name="Convert_873619" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
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@@ -217,7 +217,7 @@
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-		<layer id="14" name="Convert_46330" type="Convert" version="opset1">
+		<layer id="14" name="Convert_319561" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -244,7 +244,7 @@
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 		</layer>
-		<layer id="16" name="Convert_46333" type="Convert" version="opset1">
+		<layer id="16" name="Convert_319564" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -430,7 +430,7 @@
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 			</output>
 		</layer>
-		<layer id="27" name="Constant_21085" type="Const" version="opset1">
+		<layer id="27" name="Constant_21961" type="Const" version="opset1">
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@@ -490,7 +490,7 @@
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 		</layer>
-		<layer id="31" name="Constant_21086" type="Const" version="opset1">
+		<layer id="31" name="Constant_21962" type="Const" version="opset1">
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 			<output>
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@@ -522,7 +522,7 @@
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 		</layer>
-		<layer id="33" name="Constant_21087" type="Const" version="opset1">
+		<layer id="33" name="Constant_21963" type="Const" version="opset1">
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@@ -547,14 +547,14 @@
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+				<port id="2" precision="FP32" names="166,hidden_states.1">
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-		<layer id="35" name="Constant_20694" type="Const" version="opset1">
+		<layer id="35" name="self.layers.0.self_attn.q_proj.weight" type="Const" version="opset1">
 			<data element_type="u8" shape="1280, 1280" offset="13114908" size="1638400" />
 			<output>
 				<port id="0" precision="U8">
@@ -563,7 +563,7 @@
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 			</output>
 		</layer>
-		<layer id="36" name="Convert_46363" type="Convert" version="opset1">
+		<layer id="36" name="Convert_332446" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -578,7 +578,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="37" name="Constant_20694/zero_point" type="Const" version="opset1">
+		<layer id="37" name="self.layers.0.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
 			<data element_type="u8" shape="1280, 1" offset="14753308" size="1280" />
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@@ -587,7 +587,7 @@
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 		</layer>
-		<layer id="38" name="Convert_46366" type="Convert" version="opset1">
+		<layer id="38" name="Convert_332449" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -602,7 +602,7 @@
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 			</output>
 		</layer>
-		<layer id="39" name="Constant_20694/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="39" name="self.layers.0.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -621,7 +621,7 @@
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 			</output>
 		</layer>
-		<layer id="40" name="Constant_20694/scale" type="Const" version="opset1">
+		<layer id="40" name="self.layers.0.self_attn.q_proj.weight/scale" type="Const" version="opset1">
 			<data element_type="f16" shape="1280, 1" offset="14754588" size="2560" />
 			<output>
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@@ -630,7 +630,7 @@
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-		<layer id="41" name="Constant_20694/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="41" name="self.layers.0.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -649,7 +649,7 @@
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 			</output>
 		</layer>
-		<layer id="42" name="Constant_20694/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="42" name="self.layers.0.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -664,7 +664,7 @@
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 			</output>
 		</layer>
-		<layer id="43" name="Multiply_20565" type="MatMul" version="opset1">
+		<layer id="43" name="__module.layers.0.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -685,7 +685,7 @@
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 			</output>
 		</layer>
-		<layer id="44" name="Constant_21088" type="Const" version="opset1">
+		<layer id="44" name="Constant_21964" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1280" offset="14757148" size="5120" />
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@@ -695,7 +695,7 @@
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-		<layer id="45" name="__module.layers.0.self_attn/aten::mul/Multiply" type="Add" version="opset1">
+		<layer id="45" name="__module.layers.0.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -710,14 +710,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="178,tensor.1">
+				<port id="2" precision="FP32" names="175,tensor.1">
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 					<dim>1500</dim>
 					<dim>1280</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="46" name="Constant_21924" type="Const" version="opset1">
+		<layer id="46" name="Constant_22800" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="14762268" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -738,7 +738,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="180">
+				<port id="2" precision="FP32" names="177">
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 					<dim>1500</dim>
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@@ -767,7 +767,7 @@
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+				<port id="2" precision="FP32" names="178">
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 					<dim>1500</dim>
@@ -784,7 +784,7 @@
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 		</layer>
-		<layer id="51" name="Convert_46352" type="Convert" version="opset1">
+		<layer id="51" name="Convert_328151" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -808,7 +808,7 @@
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 		</layer>
-		<layer id="53" name="Convert_46355" type="Convert" version="opset1">
+		<layer id="53" name="Convert_328154" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -899,14 +899,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="184,tensor.3">
+				<port id="2" precision="FP32" names="181,tensor.3">
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 					<dim>1500</dim>
 					<dim>1280</dim>
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 		</layer>
-		<layer id="59" name="Constant_21925" type="Const" version="opset1">
+		<layer id="59" name="Constant_22801" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="14762268" size="32" />
 			<output>
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@@ -927,7 +927,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="186">
+				<port id="2" precision="FP32" names="183">
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 					<dim>1500</dim>
 					<dim>20</dim>
@@ -956,7 +956,7 @@
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 			<output>
-				<port id="2" precision="FP32" names="187">
+				<port id="2" precision="FP32" names="184">
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 					<dim>20</dim>
 					<dim>1500</dim>
@@ -964,51 +964,7 @@
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-		<layer id="63" name="__module.layers.0.self_attn/aten::matmul/MatMul" type="MatMul" version="opset1">
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-					<dim>20</dim>
-					<dim>1500</dim>
-					<dim>1500</dim>
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-		<layer id="64" name="__module.layers.0.self_attn/aten::softmax/Softmax" type="SoftMax" version="opset8">
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-			<input>
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-					<dim>1500</dim>
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-			<output>
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-					<dim>-1</dim>
-					<dim>20</dim>
-					<dim>1500</dim>
-					<dim>1500</dim>
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-			</output>
-		</layer>
-		<layer id="65" name="self.layers.0.self_attn.v_proj.weight" type="Const" version="opset1">
+		<layer id="63" name="self.layers.0.self_attn.v_proj.weight" type="Const" version="opset1">
 			<data element_type="u8" shape="1280, 1280" offset="16404556" size="1638400" />
 			<output>
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@@ -1017,7 +973,7 @@
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 		</layer>
-		<layer id="66" name="Convert_46341" type="Convert" version="opset1">
+		<layer id="64" name="Convert_323856" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -1032,7 +988,7 @@
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-		<layer id="67" name="self.layers.0.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+		<layer id="65" name="self.layers.0.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
 			<data element_type="u8" shape="1280, 1" offset="18042956" size="1280" />
 			<output>
 				<port id="0" precision="U8">
@@ -1041,7 +997,7 @@
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 			</output>
 		</layer>
-		<layer id="68" name="Convert_46344" type="Convert" version="opset1">
+		<layer id="66" name="Convert_323859" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -1056,7 +1012,7 @@
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 			</output>
 		</layer>
-		<layer id="69" name="self.layers.0.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="67" name="self.layers.0.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -1075,7 +1031,7 @@
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-		<layer id="70" name="self.layers.0.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+		<layer id="68" name="self.layers.0.self_attn.v_proj.weight/scale" type="Const" version="opset1">
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@@ -1084,7 +1040,7 @@
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 		</layer>
-		<layer id="71" name="self.layers.0.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="69" name="self.layers.0.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -1103,7 +1059,7 @@
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 		</layer>
-		<layer id="72" name="self.layers.0.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="70" name="self.layers.0.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
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@@ -1118,7 +1074,7 @@
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 		</layer>
-		<layer id="73" name="__module.layers.0.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="71" name="__module.layers.0.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -1139,7 +1095,7 @@
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-		<layer id="74" name="Constant_21089" type="Const" version="opset1">
+		<layer id="72" name="Constant_21965" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1280" offset="18046796" size="5120" />
 			<output>
 				<port id="0" precision="FP32">
@@ -1149,7 +1105,7 @@
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 		</layer>
-		<layer id="75" name="__module.layers.0.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
+		<layer id="73" name="__module.layers.0.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1164,14 +1120,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="191,tensor.5">
+				<port id="2" precision="FP32" names="188,tensor.5">
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-		<layer id="76" name="Constant_21926" type="Const" version="opset1">
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@@ -1179,7 +1135,7 @@
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-		<layer id="77" name="__module.layers.0.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="75" name="__module.layers.0.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -1192,7 +1148,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="190">
 					<dim>-1</dim>
 					<dim>1500</dim>
 					<dim>20</dim>
@@ -1200,7 +1156,7 @@
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-		<layer id="78" name="__module.layers.0.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
+		<layer id="76" name="__module.layers.0.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
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@@ -1208,7 +1164,7 @@
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-		<layer id="79" name="__module.layers.0.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="77" name="__module.layers.0.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -1221,7 +1177,7 @@
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 			<output>
-				<port id="2" precision="FP32" names="194">
+				<port id="2" precision="FP32" names="191">
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 					<dim>20</dim>
 					<dim>1500</dim>
@@ -1229,14 +1185,14 @@
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-		<layer id="80" name="__module.layers.0.self_attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
+		<layer id="78" name="__module.layers.0.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+			<data causal="false" />
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 				<port id="0" precision="FP32">
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 					<dim>20</dim>
 					<dim>1500</dim>
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+					<dim>64</dim>
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 					<dim>-1</dim>
@@ -1244,9 +1200,15 @@
 					<dim>1500</dim>
 					<dim>64</dim>
 				</port>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>20</dim>
+					<dim>1500</dim>
+					<dim>64</dim>
+				</port>
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 			<output>
-				<port id="2" precision="FP32" names="200,attn_output.1">
+				<port id="3" precision="FP32" names="193,attn_output.1">
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 					<dim>20</dim>
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@@ -1254,7 +1216,7 @@
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-		<layer id="81" name="__module.layers.0.self_attn/aten::transpose/Constant_4" type="Const" version="opset1">
+		<layer id="79" name="__module.layers.0.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
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@@ -1505,7 +1467,7 @@
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@@ -1637,7 +1599,7 @@
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@@ -1720,7 +1682,7 @@
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@@ -1778,7 +1740,7 @@
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@@ -2300,7 +2262,7 @@
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@@ -3254,14 +3178,14 @@
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@@ -3270,7 +3194,7 @@
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@@ -3285,7 +3209,7 @@
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@@ -3294,7 +3218,7 @@
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@@ -3309,7 +3233,7 @@
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@@ -3328,7 +3252,7 @@
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@@ -3337,7 +3261,7 @@
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@@ -3356,7 +3280,7 @@
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@@ -3371,7 +3295,7 @@
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@@ -3392,7 +3316,7 @@
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@@ -3402,7 +3326,7 @@
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@@ -3417,14 +3341,14 @@
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@@ -3439,14 +3363,14 @@
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+		<layer id="221" name="__module.layers.2.self_attn_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
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@@ -3454,7 +3378,7 @@
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@@ -3474,7 +3398,7 @@
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@@ -3484,7 +3408,7 @@
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@@ -3506,7 +3430,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="52623460" size="5120" />
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@@ -3516,7 +3440,7 @@
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+		<layer id="226" name="__module.layers.2.self_attn_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
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@@ -3531,14 +3455,14 @@
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 			<data element_type="u8" shape="1280, 1280" offset="52628580" size="1638400" />
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@@ -3547,7 +3471,7 @@
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-		<layer id="232" name="Convert_46451" type="Convert" version="opset1">
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@@ -3562,7 +3486,7 @@
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-		<layer id="233" name="Constant_20700/zero_point" type="Const" version="opset1">
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 			<data element_type="u8" shape="1280, 1" offset="54266980" size="1280" />
 			<output>
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@@ -3571,7 +3495,7 @@
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-		<layer id="234" name="Convert_46454" type="Convert" version="opset1">
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 			<input>
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@@ -3586,7 +3510,7 @@
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-		<layer id="235" name="Constant_20700/zero_point/subtract" type="Subtract" version="opset1">
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@@ -3605,7 +3529,7 @@
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-		<layer id="236" name="Constant_20700/scale" type="Const" version="opset1">
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 			<data element_type="f16" shape="1280, 1" offset="54268260" size="2560" />
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@@ -3614,7 +3538,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -3633,7 +3557,7 @@
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 			<data destination_type="f32" />
 			<input>
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@@ -3648,7 +3572,7 @@
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-		<layer id="239" name="Multiply_20573" type="MatMul" version="opset1">
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@@ -3669,7 +3593,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="54270820" size="5120" />
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@@ -3679,7 +3603,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -3694,14 +3618,14 @@
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 			<output>
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 					<dim>1500</dim>
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-		<layer id="242" name="Constant_21932" type="Const" version="opset1">
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@@ -3709,7 +3633,7 @@
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 			<data special_zero="true" />
 			<input>
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@@ -3722,7 +3646,7 @@
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@@ -3730,7 +3654,7 @@
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@@ -3738,7 +3662,7 @@
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 				<port id="0" precision="FP32">
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@@ -3751,7 +3675,7 @@
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@@ -3759,7 +3683,7 @@
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@@ -3768,7 +3692,7 @@
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@@ -3783,7 +3707,7 @@
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@@ -3792,7 +3716,7 @@
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@@ -3807,7 +3731,7 @@
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@@ -3826,7 +3750,7 @@
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@@ -3835,7 +3759,7 @@
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@@ -3854,7 +3778,7 @@
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@@ -3869,7 +3793,7 @@
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@@ -5493,7 +5335,7 @@
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@@ -5517,7 +5359,7 @@
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@@ -6589,7 +6437,7 @@
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@@ -6598,7 +6446,7 @@
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@@ -6617,7 +6465,7 @@
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@@ -6632,7 +6480,7 @@
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@@ -6653,7 +6501,7 @@
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@@ -6752,7 +6600,7 @@
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@@ -6767,7 +6615,7 @@
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@@ -6776,7 +6624,7 @@
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@@ -6791,7 +6639,7 @@
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@@ -6903,7 +6751,7 @@
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@@ -6985,7 +6789,7 @@
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@@ -7000,7 +6804,7 @@
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@@ -7009,7 +6813,7 @@
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@@ -7024,7 +6828,7 @@
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@@ -7043,7 +6847,7 @@
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@@ -7313,7 +7123,7 @@
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@@ -7328,7 +7138,7 @@
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@@ -7356,7 +7166,7 @@
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@@ -7375,7 +7185,7 @@
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@@ -7390,7 +7200,7 @@
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@@ -7411,7 +7221,7 @@
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 					<dim>1500</dim>
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+		<layer id="479" name="__module.layers.4.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
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@@ -7473,7 +7283,7 @@
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 			<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
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@@ -7493,7 +7303,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="98726500" size="5120" />
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 			<data auto_broadcast="numpy" />
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@@ -7525,7 +7335,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="98731620" size="5120" />
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@@ -7535,7 +7345,7 @@
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 			<data auto_broadcast="numpy" />
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 			<data element_type="u8" shape="5120, 1280" offset="98736740" size="6553600" />
 			<output>
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@@ -7566,7 +7376,7 @@
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 			<input>
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@@ -7590,7 +7400,7 @@
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 			<input>
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@@ -7605,7 +7415,7 @@
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@@ -7624,7 +7434,7 @@
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 			<data element_type="f16" shape="5120, 1" offset="105295460" size="10240" />
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@@ -7633,7 +7443,7 @@
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@@ -7652,7 +7462,7 @@
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@@ -7667,7 +7477,7 @@
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@@ -7688,7 +7498,7 @@
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@@ -7698,7 +7508,7 @@
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@@ -7746,7 +7556,7 @@
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@@ -7761,7 +7571,7 @@
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@@ -8062,7 +7872,7 @@
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@@ -8081,7 +7891,7 @@
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@@ -8124,7 +7934,7 @@
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@@ -11314,7 +11048,7 @@
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 				<port id="0" precision="FP32">
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@@ -11461,7 +11151,7 @@
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 			<input>
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 			<output>
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@@ -11485,7 +11175,7 @@
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@@ -11547,7 +11237,7 @@
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@@ -11562,7 +11252,7 @@
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@@ -11583,7 +11273,7 @@
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@@ -12621,7 +12317,7 @@
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@@ -12744,7 +12440,7 @@
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@@ -12821,7 +12517,7 @@
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 					<dim>1500</dim>
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@@ -15264,7 +14884,7 @@
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@@ -15292,7 +14912,7 @@
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@@ -15630,14 +15250,14 @@
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@@ -15743,7 +15363,7 @@
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@@ -15762,7 +15382,7 @@
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@@ -15790,7 +15410,7 @@
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@@ -15805,7 +15425,7 @@
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@@ -15819,14 +15439,14 @@
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@@ -15834,7 +15454,7 @@
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@@ -15847,7 +15467,7 @@
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 					<dim>1500</dim>
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@@ -15855,7 +15475,7 @@
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@@ -15863,7 +15483,7 @@
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 				<port id="0" precision="FP32">
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-			<input>
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 			<output>
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@@ -15937,7 +15513,7 @@
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 			<input>
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@@ -15952,7 +15528,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="215610980" size="1280" />
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@@ -15961,7 +15537,7 @@
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 			<input>
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@@ -15976,7 +15552,7 @@
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@@ -15995,7 +15571,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="215612260" size="2560" />
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@@ -16004,7 +15580,7 @@
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@@ -16023,7 +15599,7 @@
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 			<input>
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@@ -16038,7 +15614,7 @@
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@@ -16059,7 +15635,7 @@
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 			<output>
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 					<dim>20</dim>
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 					<dim>1500</dim>
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@@ -17014,7 +16596,7 @@
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@@ -17033,7 +16615,7 @@
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@@ -17042,7 +16624,7 @@
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@@ -17061,7 +16643,7 @@
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@@ -17076,7 +16658,7 @@
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@@ -17097,7 +16679,7 @@
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@@ -17196,7 +16778,7 @@
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@@ -17211,7 +16793,7 @@
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@@ -17220,7 +16802,7 @@
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@@ -17235,7 +16817,7 @@
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@@ -17254,7 +16836,7 @@
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@@ -17263,7 +16845,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -17282,7 +16864,7 @@
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@@ -17297,7 +16879,7 @@
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@@ -17311,14 +16893,14 @@
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-		<layer id="1137" name="Constant_21969" type="Const" version="opset1">
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@@ -17339,7 +16921,7 @@
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 					<dim>1500</dim>
 					<dim>20</dim>
@@ -17347,7 +16929,7 @@
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@@ -17355,7 +16937,7 @@
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@@ -17429,7 +16967,7 @@
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@@ -17444,7 +16982,7 @@
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@@ -17453,7 +16991,7 @@
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@@ -17468,7 +17006,7 @@
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@@ -17487,7 +17025,7 @@
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@@ -17515,7 +17053,7 @@
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@@ -17733,7 +17277,7 @@
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@@ -17748,7 +17292,7 @@
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@@ -17757,7 +17301,7 @@
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@@ -17772,7 +17316,7 @@
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@@ -17819,7 +17363,7 @@
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@@ -17834,7 +17378,7 @@
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@@ -17969,7 +17513,7 @@
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@@ -18257,7 +17801,7 @@
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@@ -18491,7 +18035,7 @@
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@@ -18506,7 +18050,7 @@
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@@ -18525,7 +18069,7 @@
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@@ -18534,7 +18078,7 @@
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@@ -18553,7 +18097,7 @@
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@@ -18568,7 +18112,7 @@
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@@ -18589,7 +18133,7 @@
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@@ -18960,7 +18460,7 @@
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-			<data transpose_a="false" transpose_b="false" />
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@@ -19148,9 +18648,15 @@
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 					<dim>1500</dim>
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@@ -19249,7 +18755,7 @@
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@@ -19264,7 +18770,7 @@
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@@ -20413,7 +19875,7 @@
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@@ -20428,7 +19890,7 @@
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@@ -20499,7 +19961,7 @@
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@@ -20535,7 +19997,7 @@
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 					<dim>1500</dim>
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 					<dim>20</dim>
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@@ -21388,7 +20856,7 @@
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@@ -21410,7 +20878,7 @@
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@@ -21420,7 +20888,7 @@
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@@ -21435,14 +20903,14 @@
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@@ -21451,7 +20919,7 @@
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 			<input>
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@@ -21466,7 +20934,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="291348580" size="1280" />
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@@ -21475,7 +20943,7 @@
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 			<input>
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@@ -21490,7 +20958,7 @@
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-		<layer id="1411" name="Constant_20736/zero_point/subtract" type="Subtract" version="opset1">
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 			<input>
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@@ -21509,7 +20977,7 @@
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-		<layer id="1412" name="Constant_20736/scale" type="Const" version="opset1">
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@@ -21518,7 +20986,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21537,7 +21005,7 @@
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+		<layer id="1386" name="self.layers.14.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
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@@ -21552,7 +21020,7 @@
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-		<layer id="1415" name="Multiply_20621" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -21573,7 +21041,7 @@
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-		<layer id="1416" name="Constant_21214" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="291352420" size="5120" />
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@@ -21583,7 +21051,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21598,14 +21066,14 @@
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 					<dim>1500</dim>
 					<dim>1280</dim>
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-		<layer id="1418" name="Constant_21980" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="14762268" size="32" />
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@@ -21613,7 +21081,7 @@
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 			<data special_zero="true" />
 			<input>
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@@ -21626,7 +21094,7 @@
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 			<output>
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 					<dim>1500</dim>
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@@ -21634,7 +21102,7 @@
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@@ -21642,7 +21110,7 @@
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+		<layer id="1393" name="__module.layers.14.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -21655,7 +21123,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1186">
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 					<dim>1500</dim>
@@ -21663,7 +21131,7 @@
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 			<data element_type="u8" shape="1280, 1280" offset="291357540" size="1638400" />
 			<output>
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@@ -21672,7 +21140,7 @@
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 		</layer>
-		<layer id="1423" name="Convert_46968" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -21687,7 +21155,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="292995940" size="1280" />
 			<output>
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@@ -21696,7 +21164,7 @@
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 		</layer>
-		<layer id="1425" name="Convert_46971" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -21711,7 +21179,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21730,7 +21198,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="292997220" size="2560" />
 			<output>
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@@ -21739,7 +21207,7 @@
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 		</layer>
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+		<layer id="1400" name="self.layers.14.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21758,7 +21226,7 @@
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 		</layer>
-		<layer id="1429" name="self.layers.14.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1401" name="self.layers.14.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21773,7 +21241,7 @@
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 		</layer>
-		<layer id="1430" name="__module.layers.14.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -21787,14 +21255,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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-		<layer id="1431" name="Constant_21981" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="14762268" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -21802,7 +21270,7 @@
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 		</layer>
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+		<layer id="1404" name="__module.layers.14.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -21815,7 +21283,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1191">
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 					<dim>1500</dim>
 					<dim>20</dim>
@@ -21823,7 +21291,7 @@
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 			<data element_type="i32" shape="4" offset="14762300" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -21831,7 +21299,7 @@
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 		</layer>
-		<layer id="1434" name="__module.layers.14.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21844,59 +21312,15 @@
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 			</input>
 			<output>
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-			<data transpose_a="false" transpose_b="true" />
-			<input>
-				<port id="0" precision="FP32">
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 					<dim>1500</dim>
 					<dim>64</dim>
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-					<dim>1500</dim>
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>1500</dim>
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 			<data element_type="u8" shape="1280, 1280" offset="292999780" size="1638400" />
 			<output>
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@@ -21905,7 +21329,7 @@
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-		<layer id="1438" name="Convert_46957" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U8">
@@ -21920,7 +21344,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="294638180" size="1280" />
 			<output>
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@@ -21929,7 +21353,7 @@
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-		<layer id="1440" name="Convert_46960" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -21944,7 +21368,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -21963,7 +21387,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="294639460" size="2560" />
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@@ -21972,7 +21396,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21991,7 +21415,7 @@
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-		<layer id="1444" name="self.layers.14.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22006,7 +21430,7 @@
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@@ -22027,7 +21451,7 @@
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@@ -22193,14 +21623,14 @@
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@@ -22209,7 +21639,7 @@
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@@ -22224,7 +21654,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="296285540" size="1280" />
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@@ -22233,7 +21663,7 @@
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-		<layer id="1460" name="Convert_46993" type="Convert" version="opset1">
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 			<input>
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@@ -22248,7 +21678,7 @@
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@@ -22267,7 +21697,7 @@
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@@ -22276,7 +21706,7 @@
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 			<input>
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@@ -22295,7 +21725,7 @@
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 			<input>
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@@ -22310,7 +21740,7 @@
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@@ -22331,7 +21761,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="296289380" size="5120" />
 			<output>
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@@ -22341,7 +21771,7 @@
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 					<dim>1500</dim>
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-		<layer id="1468" name="__module.layers.14/aten::add/Add" type="Add" version="opset1">
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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 			<data element_type="i32" shape="1" offset="13104664" size="4" />
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 			<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
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 			<data element_type="f32" shape="1, 1, 1280" offset="296294500" size="5120" />
 			<output>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -22445,7 +21875,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="296299620" size="5120" />
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 			<data auto_broadcast="numpy" />
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@@ -22470,14 +21900,14 @@
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 					<dim>1500</dim>
 					<dim>1280</dim>
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 			<output>
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 			<input>
 				<port id="0" precision="U8">
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-		<layer id="1478" name="Convert_45937" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U8">
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@@ -22608,7 +22038,7 @@
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-		<layer id="1536" name="Convert_47001" type="Convert" version="opset1">
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@@ -23412,7 +22798,7 @@
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@@ -23436,7 +22822,7 @@
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@@ -23464,7 +22850,7 @@
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@@ -23483,7 +22869,7 @@
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@@ -23498,7 +22884,7 @@
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@@ -23519,7 +22905,7 @@
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@@ -23529,7 +22915,7 @@
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@@ -23544,14 +22930,14 @@
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 			<input>
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@@ -23572,7 +22958,7 @@
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 			<output>
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 			<data element_type="i32" shape="4" offset="14762300" size="16" />
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@@ -23588,7 +22974,7 @@
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 				<port id="0" precision="FP32">
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 					<dim>20</dim>
 					<dim>1500</dim>
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-			<data transpose_a="false" transpose_b="false" />
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 					<dim>20</dim>
 					<dim>1500</dim>
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@@ -23624,9 +23010,15 @@
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 					<dim>64</dim>
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+				<port id="2" precision="FP32">
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+					<dim>20</dim>
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+					<dim>64</dim>
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 			<output>
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 					<dim>20</dim>
 					<dim>1500</dim>
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 				<port id="0" precision="FP32">
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 					<dim>1500</dim>
 					<dim>20</dim>
@@ -23663,7 +23055,7 @@
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 			<data special_zero="true" />
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@@ -23685,14 +23077,14 @@
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 					<dim>1500</dim>
 					<dim>1280</dim>
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@@ -23701,7 +23093,7 @@
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-		<layer id="1556" name="Convert_47034" type="Convert" version="opset1">
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 			<input>
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@@ -23716,7 +23108,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="316042340" size="1280" />
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@@ -23725,7 +23117,7 @@
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-		<layer id="1558" name="Convert_47037" type="Convert" version="opset1">
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 			<input>
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@@ -23740,7 +23132,7 @@
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@@ -23759,7 +23151,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="316043620" size="2560" />
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 			<input>
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 					<dim>1500</dim>
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@@ -24182,7 +23574,7 @@
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@@ -24216,7 +23608,7 @@
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@@ -24244,7 +23636,7 @@
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@@ -24280,7 +23672,7 @@
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@@ -24394,7 +23786,7 @@
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@@ -24459,7 +23851,7 @@
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@@ -24695,7 +24087,7 @@
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@@ -24742,7 +24134,7 @@
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@@ -24757,7 +24149,7 @@
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@@ -24799,7 +24191,7 @@
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 					<dim>1500</dim>
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@@ -24815,7 +24207,7 @@
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@@ -24828,7 +24220,7 @@
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@@ -24836,51 +24228,7 @@
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@@ -24889,7 +24237,7 @@
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-		<layer id="1634" name="Convert_47045" type="Convert" version="opset1">
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@@ -24904,7 +24252,7 @@
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@@ -24913,7 +24261,7 @@
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 			<input>
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@@ -24928,7 +24276,7 @@
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@@ -24947,7 +24295,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="334153060" size="2560" />
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@@ -24975,7 +24323,7 @@
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@@ -24990,7 +24338,7 @@
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@@ -25011,7 +24359,7 @@
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 			<output>
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 					<dim>1500</dim>
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 					<dim>1500</dim>
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 					<dim>1500</dim>
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@@ -25208,7 +24562,7 @@
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@@ -25217,7 +24571,7 @@
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@@ -25232,7 +24586,7 @@
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@@ -25279,7 +24633,7 @@
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@@ -25294,7 +24648,7 @@
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@@ -25407,7 +24761,7 @@
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@@ -25429,7 +24783,7 @@
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@@ -25439,7 +24793,7 @@
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@@ -25470,7 +24824,7 @@
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@@ -25485,7 +24839,7 @@
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@@ -25494,7 +24848,7 @@
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-		<layer id="1674" name="Convert_45981" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -25509,7 +24863,7 @@
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@@ -25528,7 +24882,7 @@
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 			<data element_type="f16" shape="5120, 1" offset="342377060" size="10240" />
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@@ -25537,7 +24891,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -25556,7 +24910,7 @@
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 			<data destination_type="f32" />
 			<input>
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@@ -25571,7 +24925,7 @@
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@@ -25592,7 +24946,7 @@
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 			<data element_type="f32" shape="1, 1, 5120" offset="342387300" size="20480" />
 			<output>
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@@ -25602,7 +24956,7 @@
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@@ -25617,14 +24971,14 @@
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 			<input>
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@@ -25634,14 +24988,14 @@
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 					<dim>1500</dim>
 					<dim>5120</dim>
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 			<data element_type="u8" shape="1280, 5120" offset="342407780" size="6553600" />
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@@ -25650,7 +25004,7 @@
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-		<layer id="1684" name="Convert_45989" type="Convert" version="opset1">
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 			<input>
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@@ -25665,7 +25019,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="348961380" size="1280" />
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@@ -25674,7 +25028,7 @@
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-		<layer id="1686" name="Convert_45992" type="Convert" version="opset1">
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 			<input>
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@@ -25689,7 +25043,7 @@
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@@ -25708,7 +25062,7 @@
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@@ -25717,7 +25071,7 @@
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@@ -25736,7 +25090,7 @@
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@@ -25751,7 +25105,7 @@
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@@ -25772,7 +25126,7 @@
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@@ -25927,7 +25281,7 @@
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@@ -25942,7 +25296,7 @@
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@@ -25951,7 +25305,7 @@
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@@ -25966,7 +25320,7 @@
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@@ -25985,7 +25339,7 @@
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@@ -25994,7 +25348,7 @@
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@@ -26013,7 +25367,7 @@
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 			<input>
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@@ -26028,7 +25382,7 @@
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@@ -26049,7 +25403,7 @@
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@@ -26059,7 +25413,7 @@
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@@ -26074,14 +25428,14 @@
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@@ -26089,7 +25443,7 @@
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 			<data special_zero="true" />
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@@ -26102,7 +25456,7 @@
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@@ -26118,7 +25472,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -26131,7 +25485,7 @@
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 			<output>
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 					<dim>1500</dim>
@@ -26139,7 +25493,7 @@
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 			<data element_type="u8" shape="1280, 1280" offset="350627940" size="1638400" />
 			<output>
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@@ -26148,7 +25502,7 @@
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-		<layer id="1717" name="Convert_47100" type="Convert" version="opset1">
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 			<input>
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@@ -26163,7 +25517,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="352266340" size="1280" />
 			<output>
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@@ -26172,7 +25526,7 @@
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-		<layer id="1719" name="Convert_47103" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -26187,7 +25541,7 @@
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 			<input>
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@@ -26206,7 +25560,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="352267620" size="2560" />
 			<output>
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@@ -26215,7 +25569,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26234,7 +25588,7 @@
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 		</layer>
-		<layer id="1723" name="self.layers.17.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1689" name="self.layers.17.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26249,7 +25603,7 @@
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -26263,14 +25617,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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-		<layer id="1725" name="Constant_21993" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="14762268" size="32" />
 			<output>
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@@ -26278,7 +25632,7 @@
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 			<data special_zero="true" />
 			<input>
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@@ -26291,7 +25645,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1407">
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 					<dim>1500</dim>
 					<dim>20</dim>
@@ -26299,7 +25653,7 @@
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 			<data element_type="i32" shape="4" offset="14762300" size="16" />
 			<output>
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@@ -26307,7 +25661,7 @@
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26320,7 +25674,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1408">
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 					<dim>20</dim>
 					<dim>1500</dim>
@@ -26328,51 +25682,7 @@
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-			<input>
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 			<output>
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@@ -26381,7 +25691,7 @@
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-		<layer id="1732" name="Convert_47089" type="Convert" version="opset1">
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 			<input>
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@@ -26396,7 +25706,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="353908580" size="1280" />
 			<output>
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@@ -26405,7 +25715,7 @@
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-		<layer id="1734" name="Convert_47092" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U8">
@@ -26420,7 +25730,7 @@
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@@ -26439,7 +25749,7 @@
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 			<input>
 				<port id="0" precision="FP16">
@@ -26467,7 +25777,7 @@
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 			<input>
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@@ -26482,7 +25792,7 @@
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@@ -26503,7 +25813,7 @@
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 			<output>
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@@ -26543,7 +25853,7 @@
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@@ -26556,7 +25866,7 @@
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@@ -26564,7 +25874,7 @@
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@@ -26572,7 +25882,7 @@
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@@ -26585,7 +25895,7 @@
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+				<port id="2" precision="FP32" names="1415">
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 					<dim>1500</dim>
@@ -26593,14 +25903,14 @@
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-			<data transpose_a="false" transpose_b="false" />
+		<layer id="1710" name="__module.layers.17.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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 					<dim>1500</dim>
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@@ -26608,9 +25918,15 @@
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+				<port id="2" precision="FP32">
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+					<dim>64</dim>
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 					<dim>20</dim>
 					<dim>1500</dim>
@@ -26618,7 +25934,7 @@
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@@ -26626,7 +25942,7 @@
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+		<layer id="1712" name="__module.layers.17.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -26639,7 +25955,7 @@
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 					<dim>1500</dim>
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@@ -26647,7 +25963,7 @@
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-		<layer id="1749" name="Constant_21995" type="Const" version="opset1">
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@@ -26655,7 +25971,7 @@
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+		<layer id="1714" name="__module.layers.17.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
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@@ -26669,14 +25985,14 @@
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 					<dim>1500</dim>
 					<dim>1280</dim>
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@@ -26685,7 +26001,7 @@
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-		<layer id="1752" name="Convert_47122" type="Convert" version="opset1">
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 			<input>
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@@ -26700,7 +26016,7 @@
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+		<layer id="1717" name="self.layers.17.self_attn.out_proj.weight/zero_point" type="Const" version="opset1">
 			<data element_type="u8" shape="1280, 1" offset="355555940" size="1280" />
 			<output>
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@@ -26709,7 +26025,7 @@
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 		</layer>
-		<layer id="1754" name="Convert_47125" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -26724,7 +26040,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -26743,7 +26059,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="355557220" size="2560" />
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@@ -26752,7 +26068,7 @@
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+		<layer id="1721" name="self.layers.17.self_attn.out_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -26771,7 +26087,7 @@
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 		</layer>
-		<layer id="1758" name="self.layers.17.self_attn.out_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1722" name="self.layers.17.self_attn.out_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26786,7 +26102,7 @@
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -26807,7 +26123,7 @@
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-		<layer id="1760" name="Constant_21243" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="355559780" size="5120" />
 			<output>
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@@ -26817,7 +26133,7 @@
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 			</output>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26832,14 +26148,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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-		<layer id="1762" name="__module.layers.17/aten::add/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26854,14 +26170,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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 		</layer>
-		<layer id="1763" name="__module.layers.17.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
+		<layer id="1727" name="__module.layers.17.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="13104664" size="4" />
 			<output>
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@@ -26869,7 +26185,7 @@
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-		<layer id="1764" name="__module.layers.17.final_layer_norm/aten::layer_norm/MVN" type="MVN" version="opset6">
+		<layer id="1728" name="__module.layers.17.final_layer_norm/aten::layer_norm/MVN" type="MVN" version="opset6">
 			<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
 			<input>
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@@ -26889,7 +26205,7 @@
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-		<layer id="1765" name="Constant_21244" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="355564900" size="5120" />
 			<output>
 				<port id="0" precision="FP32">
@@ -26899,7 +26215,7 @@
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 		</layer>
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+		<layer id="1730" name="__module.layers.17.final_layer_norm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26921,7 +26237,7 @@
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-		<layer id="1767" name="Constant_21245" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="355570020" size="5120" />
 			<output>
 				<port id="0" precision="FP32">
@@ -26931,7 +26247,7 @@
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+		<layer id="1732" name="__module.layers.17.final_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -26946,14 +26262,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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 			<data element_type="u8" shape="5120, 1280" offset="355575140" size="6553600" />
 			<output>
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@@ -26962,7 +26278,7 @@
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-		<layer id="1770" name="Convert_46000" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -26977,7 +26293,7 @@
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 			<data element_type="u8" shape="5120, 1" offset="362128740" size="5120" />
 			<output>
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@@ -26986,7 +26302,7 @@
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 			</output>
 		</layer>
-		<layer id="1772" name="Convert_46003" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -27001,7 +26317,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -27020,7 +26336,7 @@
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 			<data element_type="f16" shape="5120, 1" offset="362133860" size="10240" />
 			<output>
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@@ -27029,7 +26345,7 @@
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@@ -27048,7 +26364,7 @@
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@@ -27063,7 +26379,7 @@
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@@ -27084,7 +26400,7 @@
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 			<data element_type="f32" shape="1, 1, 5120" offset="362144100" size="20480" />
 			<output>
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@@ -27094,7 +26410,7 @@
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@@ -27109,14 +26425,14 @@
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 					<dim>1500</dim>
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@@ -27142,7 +26458,7 @@
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@@ -27166,7 +26482,7 @@
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@@ -27181,7 +26497,7 @@
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@@ -27200,7 +26516,7 @@
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@@ -27228,7 +26544,7 @@
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@@ -27264,7 +26580,7 @@
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@@ -27326,7 +26642,7 @@
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@@ -27346,7 +26662,7 @@
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@@ -27378,7 +26694,7 @@
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@@ -27388,7 +26704,7 @@
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@@ -27419,7 +26735,7 @@
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@@ -27434,7 +26750,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="370375780" size="1280" />
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@@ -27443,7 +26759,7 @@
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@@ -27458,7 +26774,7 @@
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@@ -27477,7 +26793,7 @@
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@@ -27486,7 +26802,7 @@
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@@ -27505,7 +26821,7 @@
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@@ -27520,7 +26836,7 @@
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@@ -27541,7 +26857,7 @@
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@@ -27566,14 +26882,14 @@
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@@ -27581,7 +26897,7 @@
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@@ -27594,7 +26910,7 @@
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@@ -27602,7 +26918,7 @@
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@@ -27610,7 +26926,7 @@
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 				<port id="0" precision="FP32">
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@@ -27623,7 +26939,7 @@
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@@ -27640,7 +26956,7 @@
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@@ -27655,7 +26971,7 @@
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@@ -27664,7 +26980,7 @@
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@@ -27679,7 +26995,7 @@
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@@ -27726,7 +27042,7 @@
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@@ -27741,7 +27057,7 @@
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@@ -28177,7 +27455,7 @@
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@@ -28201,7 +27479,7 @@
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@@ -28216,7 +27494,7 @@
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@@ -28478,7 +27756,7 @@
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@@ -28493,7 +27771,7 @@
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@@ -28512,7 +27790,7 @@
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@@ -28521,7 +27799,7 @@
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@@ -28540,7 +27818,7 @@
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@@ -28634,7 +27912,7 @@
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@@ -28649,7 +27927,7 @@
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@@ -28658,7 +27936,7 @@
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@@ -28673,7 +27951,7 @@
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@@ -28692,7 +27970,7 @@
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@@ -28701,7 +27979,7 @@
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@@ -28720,7 +27998,7 @@
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@@ -28735,7 +28013,7 @@
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@@ -28756,7 +28034,7 @@
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@@ -28781,14 +28059,14 @@
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@@ -29156,7 +28434,7 @@
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@@ -29171,7 +28449,7 @@
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@@ -29190,7 +28468,7 @@
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@@ -29199,7 +28477,7 @@
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@@ -29218,7 +28496,7 @@
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@@ -29233,7 +28511,7 @@
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@@ -29247,14 +28525,14 @@
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-		<layer id="1921" name="Constant_22001" type="Const" version="opset1">
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@@ -29262,7 +28540,7 @@
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+		<layer id="1884" name="__module.layers.19.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
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@@ -29275,7 +28553,7 @@
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 					<dim>1500</dim>
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@@ -29283,7 +28561,7 @@
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+		<layer id="1885" name="__module.layers.19.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
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@@ -29291,7 +28569,7 @@
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 				<port id="0" precision="FP32">
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@@ -29304,59 +28582,15 @@
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-					<dim>1500</dim>
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 			<output>
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@@ -29365,7 +28599,7 @@
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-		<layer id="1928" name="Convert_47177" type="Convert" version="opset1">
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 			<input>
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@@ -29380,7 +28614,7 @@
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 			<output>
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@@ -29389,7 +28623,7 @@
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-		<layer id="1930" name="Convert_47180" type="Convert" version="opset1">
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 			<input>
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@@ -29404,7 +28638,7 @@
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 			<input>
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@@ -29423,7 +28657,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="393423460" size="2560" />
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@@ -29432,7 +28666,7 @@
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@@ -29451,7 +28685,7 @@
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 			<input>
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@@ -29466,7 +28700,7 @@
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@@ -29487,7 +28721,7 @@
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@@ -29497,7 +28731,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -29512,14 +28746,14 @@
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 			<output>
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 					<dim>1500</dim>
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@@ -29527,7 +28761,7 @@
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 			<data special_zero="true" />
 			<input>
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@@ -29540,7 +28774,7 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>20</dim>
@@ -29548,7 +28782,7 @@
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@@ -29556,7 +28790,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -29569,7 +28803,7 @@
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 			<output>
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 					<dim>20</dim>
 					<dim>1500</dim>
@@ -29577,14 +28811,14 @@
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-			<data transpose_a="false" transpose_b="false" />
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 					<dim>20</dim>
 					<dim>1500</dim>
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@@ -29592,9 +28826,15 @@
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 					<dim>64</dim>
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+				<port id="2" precision="FP32">
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+					<dim>20</dim>
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+					<dim>64</dim>
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 			<output>
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 					<dim>20</dim>
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 				<port id="0" precision="FP32">
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 					<dim>1500</dim>
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@@ -29669,7 +28909,7 @@
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@@ -29684,7 +28924,7 @@
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@@ -30504,7 +29744,7 @@
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@@ -30525,7 +29765,7 @@
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@@ -30550,14 +29790,14 @@
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@@ -30648,7 +29888,7 @@
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@@ -30710,7 +29950,7 @@
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@@ -30725,7 +29965,7 @@
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@@ -30739,14 +29979,14 @@
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@@ -30767,7 +30007,7 @@
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 					<dim>1500</dim>
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-			<data transpose_a="false" transpose_b="false" />
+		<layer id="1998" name="__module.layers.20.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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@@ -31084,9 +30280,15 @@
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+				<port id="2" precision="FP32">
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@@ -31115,7 +30317,7 @@
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 					<dim>1500</dim>
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@@ -31123,7 +30325,7 @@
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-		<layer id="2043" name="Constant_22007" type="Const" version="opset1">
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+		<layer id="2002" name="__module.layers.20.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
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@@ -31145,14 +30347,14 @@
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@@ -31161,7 +30363,7 @@
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@@ -31176,7 +30378,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="414826340" size="1280" />
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@@ -31185,7 +30387,7 @@
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-		<layer id="2048" name="Convert_47257" type="Convert" version="opset1">
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 			<input>
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@@ -31200,7 +30402,7 @@
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@@ -31219,7 +30421,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="414827620" size="2560" />
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@@ -31228,7 +30430,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -31247,7 +30449,7 @@
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+		<layer id="2010" name="self.layers.20.self_attn.out_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
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@@ -31262,7 +30464,7 @@
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+		<layer id="2011" name="__module.layers.20.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -31283,7 +30485,7 @@
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-		<layer id="2054" name="Constant_21270" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="414830180" size="5120" />
 			<output>
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@@ -31293,7 +30495,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -31308,14 +30510,14 @@
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 			<output>
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-		<layer id="2056" name="__module.layers.20/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -31330,14 +30532,14 @@
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 			<output>
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 					<dim>1500</dim>
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-		<layer id="2057" name="__module.layers.20.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
+		<layer id="2015" name="__module.layers.20.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="13104664" size="4" />
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@@ -31345,7 +30547,7 @@
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-		<layer id="2058" name="__module.layers.20.final_layer_norm/aten::layer_norm/MVN" type="MVN" version="opset6">
+		<layer id="2016" name="__module.layers.20.final_layer_norm/aten::layer_norm/MVN" type="MVN" version="opset6">
 			<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31365,7 +30567,7 @@
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 		</layer>
-		<layer id="2059" name="Constant_21271" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="414835300" size="5120" />
 			<output>
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@@ -31375,7 +30577,7 @@
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-		<layer id="2060" name="__module.layers.20.final_layer_norm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2018" name="__module.layers.20.final_layer_norm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31397,7 +30599,7 @@
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-		<layer id="2061" name="Constant_21272" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="414840420" size="5120" />
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@@ -31407,7 +30609,7 @@
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+		<layer id="2020" name="__module.layers.20.final_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -31422,14 +30624,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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 			<data element_type="u8" shape="5120, 1280" offset="414845540" size="6553600" />
 			<output>
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@@ -31438,7 +30640,7 @@
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-		<layer id="2064" name="Convert_46066" type="Convert" version="opset1">
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 			<input>
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@@ -31453,7 +30655,7 @@
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 			<data element_type="u8" shape="5120, 1" offset="421399140" size="5120" />
 			<output>
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@@ -31462,7 +30664,7 @@
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-		<layer id="2066" name="Convert_46069" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -31477,7 +30679,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -31496,7 +30698,7 @@
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 			<data element_type="f16" shape="5120, 1" offset="421404260" size="10240" />
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@@ -31505,7 +30707,7 @@
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@@ -31524,7 +30726,7 @@
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@@ -31539,7 +30741,7 @@
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@@ -31560,7 +30762,7 @@
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@@ -31570,7 +30772,7 @@
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@@ -31585,14 +30787,14 @@
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 					<dim>1500</dim>
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@@ -31642,7 +30844,7 @@
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@@ -31676,7 +30878,7 @@
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@@ -32471,7 +31629,7 @@
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@@ -32615,7 +31779,7 @@
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@@ -32677,7 +31841,7 @@
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 			<input>
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@@ -32692,7 +31856,7 @@
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@@ -32754,7 +31918,7 @@
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@@ -33694,7 +32858,7 @@
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@@ -33709,7 +32873,7 @@
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@@ -33751,7 +32915,7 @@
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@@ -33780,7 +32944,7 @@
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@@ -33841,7 +32961,7 @@
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@@ -33856,7 +32976,7 @@
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@@ -33880,7 +33000,7 @@
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@@ -33942,7 +33062,7 @@
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@@ -33963,7 +33083,7 @@
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 					<dim>1500</dim>
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 					<dim>20</dim>
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 					<dim>1500</dim>
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@@ -35637,7 +34725,7 @@
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@@ -35652,7 +34740,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="474096740" size="1280" />
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@@ -35661,7 +34749,7 @@
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@@ -35676,7 +34764,7 @@
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@@ -35704,7 +34792,7 @@
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@@ -35723,7 +34811,7 @@
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 			<input>
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@@ -35738,7 +34826,7 @@
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@@ -35759,7 +34847,7 @@
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@@ -35769,7 +34857,7 @@
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@@ -35784,14 +34872,14 @@
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 			<input>
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@@ -35806,14 +34894,14 @@
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 					<dim>1500</dim>
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-		<layer id="2351" name="__module.layers.23.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
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@@ -35821,7 +34909,7 @@
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 			<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
 			<input>
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@@ -35841,7 +34929,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="474105700" size="5120" />
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@@ -35851,7 +34939,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35873,7 +34961,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="474110820" size="5120" />
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@@ -35883,7 +34971,7 @@
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+		<layer id="2308" name="__module.layers.23.final_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -35898,14 +34986,14 @@
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 					<dim>1500</dim>
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 			<data element_type="u8" shape="5120, 1280" offset="474115940" size="6553600" />
 			<output>
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@@ -35914,7 +35002,7 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -35929,7 +35017,7 @@
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 			<data element_type="u8" shape="5120, 1" offset="480669540" size="5120" />
 			<output>
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@@ -35938,7 +35026,7 @@
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 			</output>
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-		<layer id="2360" name="Convert_46135" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -35953,7 +35041,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -35972,7 +35060,7 @@
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 			<data element_type="f16" shape="5120, 1" offset="480674660" size="10240" />
 			<output>
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@@ -35981,7 +35069,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -36000,7 +35088,7 @@
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 			<data destination_type="f32" />
 			<input>
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@@ -36015,7 +35103,7 @@
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@@ -36036,7 +35124,7 @@
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 			<data element_type="f32" shape="1, 1, 5120" offset="480684900" size="20480" />
 			<output>
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@@ -36046,7 +35134,7 @@
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@@ -36061,14 +35149,14 @@
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@@ -36094,7 +35182,7 @@
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@@ -36109,7 +35197,7 @@
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@@ -36118,7 +35206,7 @@
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@@ -36133,7 +35221,7 @@
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@@ -36152,7 +35240,7 @@
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@@ -36180,7 +35268,7 @@
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@@ -36195,7 +35283,7 @@
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@@ -36216,7 +35304,7 @@
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@@ -36330,7 +35418,7 @@
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@@ -36371,7 +35459,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="488916580" size="1280" />
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@@ -36395,7 +35483,7 @@
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@@ -36410,7 +35498,7 @@
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@@ -36429,7 +35517,7 @@
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-		<layer id="2392" name="Constant_20766/scale" type="Const" version="opset1">
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@@ -36438,7 +35526,7 @@
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@@ -36457,7 +35545,7 @@
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@@ -36472,7 +35560,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -36493,7 +35581,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="488920420" size="5120" />
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@@ -36503,7 +35591,7 @@
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@@ -36518,14 +35606,14 @@
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 					<dim>1500</dim>
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-		<layer id="2398" name="Constant_22020" type="Const" version="opset1">
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@@ -36533,7 +35621,7 @@
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 			<data special_zero="true" />
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@@ -36546,7 +35634,7 @@
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@@ -36554,7 +35642,7 @@
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@@ -36562,7 +35650,7 @@
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@@ -36575,7 +35663,7 @@
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@@ -36583,7 +35671,7 @@
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@@ -36607,7 +35695,7 @@
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@@ -36616,7 +35704,7 @@
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-		<layer id="2405" name="Convert_47411" type="Convert" version="opset1">
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@@ -36631,7 +35719,7 @@
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@@ -36650,7 +35738,7 @@
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@@ -36659,7 +35747,7 @@
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@@ -36678,7 +35766,7 @@
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@@ -36693,7 +35781,7 @@
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@@ -36825,7 +35869,7 @@
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@@ -36864,7 +35908,7 @@
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@@ -36892,7 +35936,7 @@
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@@ -36911,7 +35955,7 @@
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@@ -36926,7 +35970,7 @@
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@@ -36947,7 +35991,7 @@
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-			<data transpose_a="false" transpose_b="false" />
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 					<dim>1500</dim>
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@@ -37062,7 +36112,7 @@
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@@ -37070,7 +36120,7 @@
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@@ -37083,7 +36133,7 @@
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 					<dim>1500</dim>
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@@ -37091,7 +36141,7 @@
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@@ -37113,14 +36163,14 @@
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 					<dim>1500</dim>
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@@ -37129,7 +36179,7 @@
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-		<layer id="2438" name="Convert_47430" type="Convert" version="opset1">
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 			<input>
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@@ -37144,7 +36194,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="493853540" size="1280" />
 			<output>
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@@ -37153,7 +36203,7 @@
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-		<layer id="2440" name="Convert_47433" type="Convert" version="opset1">
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 			<input>
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@@ -37168,7 +36218,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -37187,7 +36237,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="493854820" size="2560" />
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -37215,7 +36265,7 @@
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 			<input>
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@@ -37251,7 +36301,7 @@
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 					<dim>1500</dim>
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@@ -37445,7 +36495,7 @@
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@@ -37464,7 +36514,7 @@
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@@ -37473,7 +36523,7 @@
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@@ -37492,7 +36542,7 @@
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@@ -37528,7 +36578,7 @@
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@@ -37601,7 +36651,7 @@
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@@ -37610,7 +36660,7 @@
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@@ -37625,7 +36675,7 @@
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@@ -37644,7 +36694,7 @@
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@@ -37672,7 +36722,7 @@
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@@ -37708,7 +36758,7 @@
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@@ -37733,14 +36783,14 @@
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@@ -37790,7 +36840,7 @@
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@@ -37800,7 +36850,7 @@
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@@ -37822,7 +36872,7 @@
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@@ -37832,7 +36882,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="508673380" size="1280" />
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@@ -37921,7 +36971,7 @@
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@@ -37949,7 +36999,7 @@
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@@ -37964,7 +37014,7 @@
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 		</layer>
-		<layer id="2503" name="Convert_47455" type="Convert" version="opset1">
+		<layer id="2453" name="Convert_757654" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
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@@ -38123,7 +37173,7 @@
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 		</layer>
-		<layer id="2504" name="self.layers.25.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2454" name="self.layers.25.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -38142,7 +37192,7 @@
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 			</output>
 		</layer>
-		<layer id="2505" name="self.layers.25.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+		<layer id="2455" name="self.layers.25.self_attn.k_proj.weight/scale" type="Const" version="opset1">
 			<data element_type="f16" shape="1280, 1" offset="510322020" size="2560" />
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@@ -38151,240 +37201,7 @@
 				</port>
 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
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-					<dim>1280</dim>
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-		<layer id="2507" name="self.layers.25.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
-			<data destination_type="f32" />
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-					<dim>1280</dim>
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-		<layer id="2508" name="__module.layers.25.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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-				<port id="1" precision="FP32">
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-					<dim>1280</dim>
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-					<dim>1500</dim>
-					<dim>1280</dim>
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-		</layer>
-		<layer id="2509" name="Constant_22025" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="2510" name="__module.layers.25.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="true" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>1500</dim>
-					<dim>1280</dim>
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-					<dim>1500</dim>
-					<dim>20</dim>
-					<dim>64</dim>
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-		<layer id="2511" name="__module.layers.25.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="14762300" size="16" />
-			<output>
-				<port id="0" precision="I32">
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-				</port>
-			</output>
-		</layer>
-		<layer id="2512" name="__module.layers.25.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>1500</dim>
-					<dim>20</dim>
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-				</port>
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-				</port>
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-				<port id="2" precision="FP32" names="2162">
-					<dim>-1</dim>
-					<dim>20</dim>
-					<dim>1500</dim>
-					<dim>64</dim>
-				</port>
-			</output>
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-		<layer id="2513" name="__module.layers.25.self_attn/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="true" />
-			<input>
-				<port id="0" precision="FP32">
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-				<port id="1" precision="FP32">
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-					<dim>20</dim>
-					<dim>1500</dim>
-					<dim>1500</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2514" name="__module.layers.25.self_attn/aten::softmax/Softmax" type="SoftMax" version="opset8">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>1500</dim>
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-					<dim>20</dim>
-					<dim>1500</dim>
-					<dim>1500</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2515" name="self.layers.25.self_attn.v_proj.weight" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="U8">
-					<dim>1280</dim>
-					<dim>1280</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2516" name="Convert_47441" type="Convert" version="opset1">
-			<data destination_type="f16" />
-			<input>
-				<port id="0" precision="U8">
-					<dim>1280</dim>
-					<dim>1280</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP16">
-					<dim>1280</dim>
-					<dim>1280</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2517" name="self.layers.25.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1280, 1" offset="511962980" size="1280" />
-			<output>
-				<port id="0" precision="U8">
-					<dim>1280</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2518" name="Convert_47444" type="Convert" version="opset1">
-			<data destination_type="f16" />
-			<input>
-				<port id="0" precision="U8">
-					<dim>1280</dim>
-					<dim>1</dim>
-				</port>
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-			<output>
-				<port id="1" precision="FP16">
-					<dim>1280</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2519" name="self.layers.25.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1280</dim>
-					<dim>1280</dim>
-				</port>
-				<port id="1" precision="FP16">
-					<dim>1280</dim>
-					<dim>1</dim>
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-			<output>
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-					<dim>1280</dim>
-					<dim>1280</dim>
-				</port>
-			</output>
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-		<layer id="2520" name="self.layers.25.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1280, 1" offset="511964260" size="2560" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1280</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2521" name="self.layers.25.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2456" name="self.layers.25.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38403,7 +37220,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2522" name="self.layers.25.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2457" name="self.layers.25.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38418,7 +37235,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2523" name="__module.layers.25.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2458" name="__module.layers.25.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38432,46 +37249,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>-1</dim>
-					<dim>1500</dim>
-					<dim>1280</dim>
-				</port>
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-		</layer>
-		<layer id="2524" name="Constant_21314" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP32">
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-					<dim>1</dim>
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-				</port>
-			</output>
-		</layer>
-		<layer id="2525" name="__module.layers.25.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>1500</dim>
-					<dim>1280</dim>
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-				<port id="1" precision="FP32">
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-					<dim>1</dim>
-					<dim>1280</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2166,tensor.155">
+				<port id="2" precision="FP32" names="1981,tensor.153">
 					<dim>-1</dim>
 					<dim>1500</dim>
 					<dim>1280</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2526" name="Constant_22026" type="Const" version="opset1">
+		<layer id="2459" name="Constant_22901" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="14762268" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -38479,7 +37264,7 @@
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 			</output>
 		</layer>
-		<layer id="2527" name="__module.layers.25.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2460" name="__module.layers.25.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38492,7 +37277,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2168">
+				<port id="2" precision="FP32" names="1983">
 					<dim>-1</dim>
 					<dim>1500</dim>
 					<dim>20</dim>
@@ -38500,7 +37285,7 @@
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 			</output>
 		</layer>
-		<layer id="2528" name="__module.layers.25.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
+		<layer id="2461" name="__module.layers.25.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="14762300" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -38508,7 +37293,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2529" name="__module.layers.25.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2462" name="__module.layers.25.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38521,7 +37306,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2169">
+				<port id="2" precision="FP32" names="1984">
 					<dim>-1</dim>
 					<dim>20</dim>
 					<dim>1500</dim>
@@ -38529,14 +37314,235 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2530" name="__module.layers.25.self_attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
+		<layer id="2463" name="self.layers.25.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1280, 1280" offset="510324580" size="1638400" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2464" name="Convert_753356" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2465" name="self.layers.25.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1280, 1" offset="511962980" size="1280" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2466" name="Convert_753359" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2467" name="self.layers.25.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2468" name="self.layers.25.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1280, 1" offset="511964260" size="2560" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2469" name="self.layers.25.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2470" name="self.layers.25.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
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+			<output>
+				<port id="1" precision="FP32">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2471" name="__module.layers.25.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
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+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>1500</dim>
+					<dim>1280</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1280</dim>
+					<dim>1280</dim>
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+			<output>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>1500</dim>
+					<dim>1280</dim>
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+		<layer id="2472" name="Constant_22190" type="Const" version="opset1">
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+					<dim>1</dim>
+					<dim>1280</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2473" name="__module.layers.25.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>1500</dim>
+					<dim>1280</dim>
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+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1280</dim>
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+			<output>
+				<port id="2" precision="FP32" names="1988,tensor.155">
+					<dim>-1</dim>
+					<dim>1500</dim>
+					<dim>1280</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2474" name="Constant_22902" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="14762268" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2475" name="__module.layers.25.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>1500</dim>
+					<dim>1280</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
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+			<output>
+				<port id="2" precision="FP32" names="1990">
+					<dim>-1</dim>
+					<dim>1500</dim>
 					<dim>20</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2476" name="__module.layers.25.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="14762300" size="16" />
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+				<port id="0" precision="I32">
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+			</output>
+		</layer>
+		<layer id="2477" name="__module.layers.25.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
 					<dim>1500</dim>
+					<dim>20</dim>
+					<dim>64</dim>
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+				<port id="1" precision="I32">
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+					<dim>20</dim>
 					<dim>1500</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2478" name="__module.layers.25.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+			<data causal="false" />
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+				<port id="0" precision="FP32">
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@@ -38544,9 +37550,15 @@
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 					<dim>64</dim>
 				</port>
+				<port id="2" precision="FP32">
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+					<dim>20</dim>
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+					<dim>64</dim>
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 			<output>
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+				<port id="3" precision="FP32" names="1993,attn_output.101">
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@@ -38554,7 +37566,7 @@
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+		<layer id="2479" name="__module.layers.25.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
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@@ -38562,7 +37574,7 @@
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@@ -38575,7 +37587,7 @@
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@@ -38583,7 +37595,7 @@
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-		<layer id="2533" name="Constant_22027" type="Const" version="opset1">
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@@ -38591,7 +37603,7 @@
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+		<layer id="2482" name="__module.layers.25.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
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@@ -38605,14 +37617,14 @@
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 			<output>
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 					<dim>1280</dim>
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@@ -38621,7 +37633,7 @@
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 			</output>
 		</layer>
-		<layer id="2536" name="Convert_47474" type="Convert" version="opset1">
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@@ -38636,7 +37648,7 @@
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+		<layer id="2485" name="self.layers.25.self_attn.out_proj.weight/zero_point" type="Const" version="opset1">
 			<data element_type="u8" shape="1280, 1" offset="513610340" size="1280" />
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@@ -38645,7 +37657,7 @@
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 		</layer>
-		<layer id="2538" name="Convert_47477" type="Convert" version="opset1">
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 			<input>
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@@ -38660,7 +37672,7 @@
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@@ -38679,7 +37691,7 @@
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@@ -38688,7 +37700,7 @@
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@@ -38707,7 +37719,7 @@
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 		</layer>
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@@ -38722,7 +37734,7 @@
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@@ -38743,7 +37755,7 @@
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@@ -38753,7 +37765,7 @@
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@@ -38768,14 +37780,14 @@
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@@ -38790,14 +37802,14 @@
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 			<output>
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 					<dim>1500</dim>
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+		<layer id="2495" name="__module.layers.25.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
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@@ -38805,7 +37817,7 @@
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@@ -38825,7 +37837,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="513619300" size="5120" />
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@@ -38835,7 +37847,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -38857,7 +37869,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="513624420" size="5120" />
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@@ -38867,7 +37879,7 @@
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+		<layer id="2500" name="__module.layers.25.final_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -38882,14 +37894,14 @@
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 			<output>
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@@ -38898,7 +37910,7 @@
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-		<layer id="2554" name="Convert_46176" type="Convert" version="opset1">
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 			<input>
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@@ -38913,7 +37925,7 @@
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 			<output>
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@@ -38922,7 +37934,7 @@
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 		</layer>
-		<layer id="2556" name="Convert_46179" type="Convert" version="opset1">
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 			<input>
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@@ -38937,7 +37949,7 @@
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@@ -38956,7 +37968,7 @@
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 			<data element_type="f16" shape="5120, 1" offset="520188260" size="10240" />
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@@ -38965,7 +37977,7 @@
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@@ -38984,7 +37996,7 @@
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@@ -38999,7 +38011,7 @@
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@@ -39020,7 +38032,7 @@
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@@ -39030,7 +38042,7 @@
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@@ -39045,14 +38057,14 @@
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@@ -39078,7 +38090,7 @@
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@@ -39093,7 +38105,7 @@
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@@ -39102,7 +38114,7 @@
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@@ -39136,7 +38148,7 @@
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@@ -39145,7 +38157,7 @@
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@@ -39164,7 +38176,7 @@
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@@ -39179,7 +38191,7 @@
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@@ -39200,7 +38212,7 @@
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@@ -39210,7 +38222,7 @@
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@@ -39225,14 +38237,14 @@
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@@ -39247,14 +38259,14 @@
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@@ -39262,7 +38274,7 @@
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@@ -39282,7 +38294,7 @@
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@@ -39292,7 +38304,7 @@
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@@ -39314,7 +38326,7 @@
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@@ -39324,7 +38336,7 @@
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@@ -39339,14 +38351,14 @@
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@@ -39355,7 +38367,7 @@
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 			<input>
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@@ -39370,7 +38382,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="528430180" size="1280" />
 			<output>
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@@ -39379,7 +38391,7 @@
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 			<input>
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@@ -39394,7 +38406,7 @@
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@@ -39413,7 +38425,7 @@
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-		<layer id="2588" name="Constant_20772/scale" type="Const" version="opset1">
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 			<data element_type="f16" shape="1280, 1" offset="528431460" size="2560" />
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@@ -39422,7 +38434,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -39441,7 +38453,7 @@
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 			<data destination_type="f32" />
 			<input>
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@@ -39456,7 +38468,7 @@
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-		<layer id="2591" name="Multiply_20669" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -39477,7 +38489,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="528434020" size="5120" />
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@@ -39487,7 +38499,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -39502,14 +38514,14 @@
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 			<output>
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 					<dim>1500</dim>
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-		<layer id="2594" name="Constant_22028" type="Const" version="opset1">
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@@ -39517,7 +38529,7 @@
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 			<data special_zero="true" />
 			<input>
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@@ -39530,7 +38542,7 @@
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@@ -39538,7 +38550,7 @@
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@@ -39546,7 +38558,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -39559,7 +38571,7 @@
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 					<dim>20</dim>
 					<dim>1500</dim>
@@ -39567,7 +38579,7 @@
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@@ -39576,7 +38588,7 @@
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-		<layer id="2599" name="Convert_47496" type="Convert" version="opset1">
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 			<input>
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@@ -39591,7 +38603,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="530077540" size="1280" />
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@@ -39600,7 +38612,7 @@
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-		<layer id="2601" name="Convert_47499" type="Convert" version="opset1">
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@@ -39615,7 +38627,7 @@
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@@ -39634,7 +38646,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="530078820" size="2560" />
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@@ -39643,7 +38655,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -39662,7 +38674,7 @@
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@@ -39677,7 +38689,7 @@
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@@ -39691,14 +38703,14 @@
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 					<dim>1500</dim>
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@@ -39735,7 +38747,7 @@
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@@ -40594,7 +39568,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="548186980" size="1280" />
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@@ -40905,7 +39879,7 @@
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@@ -41107,7 +40081,7 @@
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@@ -41154,7 +40128,7 @@
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@@ -41169,7 +40143,7 @@
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@@ -41183,14 +40157,14 @@
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@@ -41227,7 +40201,7 @@
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@@ -41248,51 +40222,7 @@
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-			<input>
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-					<dim>1500</dim>
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-		<layer id="2711" name="self.layers.27.self_attn.v_proj.weight" type="Const" version="opset1">
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 			<output>
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@@ -41301,7 +40231,7 @@
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 		</layer>
-		<layer id="2712" name="Convert_47529" type="Convert" version="opset1">
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 			<input>
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@@ -41316,7 +40246,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="551476580" size="1280" />
 			<output>
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@@ -41325,7 +40255,7 @@
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-		<layer id="2714" name="Convert_47532" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -41340,7 +40270,7 @@
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@@ -41359,7 +40289,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="551477860" size="2560" />
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@@ -41368,7 +40298,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -41387,7 +40317,7 @@
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 			<data destination_type="f32" />
 			<input>
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@@ -41402,7 +40332,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -41423,7 +40353,7 @@
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@@ -41433,7 +40363,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -41448,14 +40378,14 @@
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 					<dim>1500</dim>
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-		<layer id="2722" name="Constant_22034" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="14762268" size="32" />
 			<output>
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@@ -41463,7 +40393,7 @@
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 			<data special_zero="true" />
 			<input>
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@@ -41476,7 +40406,7 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>20</dim>
@@ -41484,7 +40414,7 @@
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@@ -41492,7 +40422,7 @@
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 				<port id="0" precision="FP32">
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@@ -41505,7 +40435,7 @@
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 			<output>
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 					<dim>20</dim>
 					<dim>1500</dim>
@@ -41513,14 +40443,14 @@
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-			<data transpose_a="false" transpose_b="false" />
+		<layer id="2670" name="__module.layers.27.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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 				<port id="0" precision="FP32">
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 					<dim>20</dim>
 					<dim>1500</dim>
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@@ -41528,9 +40458,15 @@
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 					<dim>64</dim>
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+				<port id="2" precision="FP32">
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+					<dim>20</dim>
+					<dim>1500</dim>
+					<dim>64</dim>
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 			<output>
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 					<dim>20</dim>
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@@ -41538,7 +40474,7 @@
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@@ -41546,7 +40482,7 @@
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 					<dim>1500</dim>
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@@ -41567,7 +40503,7 @@
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@@ -41589,14 +40525,14 @@
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@@ -41605,7 +40541,7 @@
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@@ -41629,7 +40565,7 @@
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@@ -41644,7 +40580,7 @@
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@@ -41663,7 +40599,7 @@
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@@ -42062,7 +40998,7 @@
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@@ -42077,7 +41013,7 @@
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@@ -42086,7 +41022,7 @@
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@@ -42101,7 +41037,7 @@
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@@ -42148,7 +41084,7 @@
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@@ -42363,7 +41299,7 @@
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 		</layer>
-		<layer id="2782" name="Convert_47598" type="Convert" version="opset1">
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@@ -42378,7 +41314,7 @@
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-		<layer id="2783" name="Constant_20778/zero_point/subtract" type="Subtract" version="opset1">
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@@ -42397,7 +41333,7 @@
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-		<layer id="2784" name="Constant_20778/scale" type="Const" version="opset1">
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 			<data element_type="f16" shape="1280, 1" offset="567945060" size="2560" />
 			<output>
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@@ -42406,7 +41342,7 @@
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 			</output>
 		</layer>
-		<layer id="2785" name="Constant_20778/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2729" name="self.layers.28.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<input>
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@@ -42425,7 +41361,7 @@
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 		</layer>
-		<layer id="2786" name="Constant_20778/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2730" name="self.layers.28.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
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@@ -42440,7 +41376,7 @@
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 			</output>
 		</layer>
-		<layer id="2787" name="Multiply_20677" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -42461,7 +41397,7 @@
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 		</layer>
-		<layer id="2788" name="Constant_21340" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="567947620" size="5120" />
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@@ -42471,7 +41407,7 @@
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 		</layer>
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+		<layer id="2733" name="__module.layers.28.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -42486,14 +41422,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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-		<layer id="2790" name="Constant_22036" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="14762268" size="32" />
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@@ -42501,7 +41437,7 @@
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 			<data special_zero="true" />
 			<input>
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@@ -42514,7 +41450,7 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>20</dim>
@@ -42522,7 +41458,7 @@
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@@ -42530,7 +41466,7 @@
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+		<layer id="2737" name="__module.layers.28.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -42543,7 +41479,7 @@
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 			<output>
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 					<dim>1500</dim>
@@ -42551,7 +41487,7 @@
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 			<data element_type="u8" shape="1280, 1280" offset="567952740" size="1638400" />
 			<output>
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@@ -42560,7 +41496,7 @@
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 		</layer>
-		<layer id="2795" name="Convert_47584" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U8">
@@ -42575,7 +41511,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="569591140" size="1280" />
 			<output>
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@@ -42584,7 +41520,7 @@
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 			</output>
 		</layer>
-		<layer id="2797" name="Convert_47587" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -42599,7 +41535,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -42618,7 +41554,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="569592420" size="2560" />
 			<output>
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@@ -42627,7 +41563,7 @@
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 		</layer>
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+		<layer id="2744" name="self.layers.28.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42646,7 +41582,7 @@
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 		</layer>
-		<layer id="2801" name="self.layers.28.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2745" name="self.layers.28.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42661,7 +41597,7 @@
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 			</output>
 		</layer>
-		<layer id="2802" name="__module.layers.28.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -42675,14 +41611,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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 		</layer>
-		<layer id="2803" name="Constant_22037" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="14762268" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -42690,7 +41626,7 @@
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 			</output>
 		</layer>
-		<layer id="2804" name="__module.layers.28.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2748" name="__module.layers.28.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42703,7 +41639,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2199">
 					<dim>-1</dim>
 					<dim>1500</dim>
 					<dim>20</dim>
@@ -42711,7 +41647,7 @@
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-		<layer id="2805" name="__module.layers.28.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
+		<layer id="2749" name="__module.layers.28.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="14762300" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -42719,7 +41655,7 @@
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 		</layer>
-		<layer id="2806" name="__module.layers.28.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2750" name="__module.layers.28.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42732,7 +41668,7 @@
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 			</input>
 			<output>
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 					<dim>20</dim>
 					<dim>1500</dim>
@@ -42740,51 +41676,7 @@
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 		</layer>
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-					<dim>1500</dim>
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-		<layer id="2808" name="__module.layers.28.self_attn/aten::softmax/Softmax" type="SoftMax" version="opset8">
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-			<input>
-				<port id="0" precision="FP32">
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-			<output>
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-					<dim>1500</dim>
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-		<layer id="2809" name="self.layers.28.self_attn.v_proj.weight" type="Const" version="opset1">
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 			<data element_type="u8" shape="1280, 1280" offset="569594980" size="1638400" />
 			<output>
 				<port id="0" precision="U8">
@@ -42793,7 +41685,7 @@
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 		</layer>
-		<layer id="2810" name="Convert_47573" type="Convert" version="opset1">
+		<layer id="2752" name="Convert_804896" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -42808,7 +41700,7 @@
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-		<layer id="2811" name="self.layers.28.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+		<layer id="2753" name="self.layers.28.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
 			<data element_type="u8" shape="1280, 1" offset="571233380" size="1280" />
 			<output>
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@@ -42817,7 +41709,7 @@
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 			</output>
 		</layer>
-		<layer id="2812" name="Convert_47576" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -42832,7 +41724,7 @@
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 		</layer>
-		<layer id="2813" name="self.layers.28.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42851,7 +41743,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="571234660" size="2560" />
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@@ -42860,7 +41752,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42879,7 +41771,7 @@
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42894,7 +41786,7 @@
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@@ -42915,7 +41807,7 @@
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-		<layer id="2818" name="Constant_21341" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="571237220" size="5120" />
 			<output>
 				<port id="0" precision="FP32">
@@ -42925,7 +41817,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -42940,14 +41832,14 @@
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 			<output>
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 					<dim>1500</dim>
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 			<data element_type="i64" shape="4" offset="14762268" size="32" />
 			<output>
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@@ -42955,7 +41847,7 @@
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 			<input>
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@@ -42968,7 +41860,7 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>20</dim>
@@ -42976,7 +41868,7 @@
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@@ -42984,7 +41876,7 @@
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@@ -42997,7 +41889,7 @@
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-			<data transpose_a="false" transpose_b="false" />
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@@ -43020,9 +41912,15 @@
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 			<output>
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@@ -43030,7 +41928,7 @@
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@@ -43038,7 +41936,7 @@
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@@ -43051,7 +41949,7 @@
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 					<dim>1500</dim>
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@@ -43059,7 +41957,7 @@
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-		<layer id="2827" name="Constant_22039" type="Const" version="opset1">
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@@ -43067,7 +41965,7 @@
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 			<input>
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@@ -43081,14 +41979,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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@@ -43097,7 +41995,7 @@
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-		<layer id="2830" name="Convert_47606" type="Convert" version="opset1">
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 			<input>
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@@ -43112,7 +42010,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="572880740" size="1280" />
 			<output>
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@@ -43121,7 +42019,7 @@
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-		<layer id="2832" name="Convert_47609" type="Convert" version="opset1">
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 			<input>
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@@ -43136,7 +42034,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -43155,7 +42053,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="572882020" size="2560" />
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@@ -43164,7 +42062,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43183,7 +42081,7 @@
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43198,7 +42096,7 @@
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -43219,7 +42117,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="572884580" size="5120" />
 			<output>
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@@ -43229,7 +42127,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43244,14 +42142,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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-		<layer id="2840" name="__module.layers.28/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -43266,14 +42164,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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 			</output>
 		</layer>
-		<layer id="2841" name="__module.layers.28.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
+		<layer id="2783" name="__module.layers.28.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="13104664" size="4" />
 			<output>
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@@ -43281,7 +42179,7 @@
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 		</layer>
-		<layer id="2842" name="__module.layers.28.final_layer_norm/aten::layer_norm/MVN" type="MVN" version="opset6">
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 			<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43301,7 +42199,7 @@
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-		<layer id="2843" name="Constant_21343" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="572889700" size="5120" />
 			<output>
 				<port id="0" precision="FP32">
@@ -43311,7 +42209,7 @@
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 		</layer>
-		<layer id="2844" name="__module.layers.28.final_layer_norm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43333,7 +42231,7 @@
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 		</layer>
-		<layer id="2845" name="Constant_21344" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="572894820" size="5120" />
 			<output>
 				<port id="0" precision="FP32">
@@ -43343,7 +42241,7 @@
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+		<layer id="2788" name="__module.layers.28.final_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43358,14 +42256,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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 			<data element_type="u8" shape="5120, 1280" offset="572899940" size="6553600" />
 			<output>
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@@ -43374,7 +42272,7 @@
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 		</layer>
-		<layer id="2848" name="Convert_46242" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -43389,7 +42287,7 @@
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 		</layer>
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 			<data element_type="u8" shape="5120, 1" offset="579453540" size="5120" />
 			<output>
 				<port id="0" precision="U8">
@@ -43398,7 +42296,7 @@
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 			</output>
 		</layer>
-		<layer id="2850" name="Convert_46245" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -43413,7 +42311,7 @@
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 		</layer>
-		<layer id="2851" name="self.layers.28.fc1.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43432,7 +42330,7 @@
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-		<layer id="2852" name="self.layers.28.fc1.weight/scale" type="Const" version="opset1">
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 			<data element_type="f16" shape="5120, 1" offset="579458660" size="10240" />
 			<output>
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@@ -43441,7 +42339,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43460,7 +42358,7 @@
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 		</layer>
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43475,7 +42373,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -43496,7 +42394,7 @@
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-		<layer id="2856" name="Constant_21345" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 5120" offset="579468900" size="20480" />
 			<output>
 				<port id="0" precision="FP32">
@@ -43506,7 +42404,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43521,14 +42419,14 @@
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 					<dim>1500</dim>
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 			<data approximation_mode="ERF" />
 			<input>
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@@ -43538,14 +42436,14 @@
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 					<dim>1500</dim>
 					<dim>5120</dim>
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 			<data element_type="u8" shape="1280, 5120" offset="579489380" size="6553600" />
 			<output>
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@@ -43554,7 +42452,7 @@
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 			<input>
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@@ -43569,7 +42467,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="586042980" size="1280" />
 			<output>
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@@ -43578,7 +42476,7 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -43593,7 +42491,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -43612,7 +42510,7 @@
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@@ -43640,7 +42538,7 @@
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@@ -43655,7 +42553,7 @@
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@@ -43676,7 +42574,7 @@
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@@ -43738,7 +42636,7 @@
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@@ -43790,7 +42688,7 @@
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@@ -43800,7 +42698,7 @@
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@@ -43831,7 +42729,7 @@
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@@ -43846,7 +42744,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="587700580" size="1280" />
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@@ -43855,7 +42753,7 @@
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-		<layer id="2880" name="Convert_47642" type="Convert" version="opset1">
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@@ -43870,7 +42768,7 @@
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@@ -43889,7 +42787,7 @@
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-		<layer id="2882" name="Constant_20781/scale" type="Const" version="opset1">
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@@ -43898,7 +42796,7 @@
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@@ -43917,7 +42815,7 @@
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@@ -43932,7 +42830,7 @@
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-		<layer id="2885" name="Multiply_20681" type="MatMul" version="opset1">
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@@ -43953,7 +42851,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="587704420" size="5120" />
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@@ -43963,7 +42861,7 @@
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+		<layer id="2829" name="__module.layers.29.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
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@@ -43978,203 +42876,14 @@
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@@ -44182,7 +42891,7 @@
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 					<dim>1500</dim>
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@@ -44211,7 +42920,7 @@
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 				<port id="0" precision="FP32">
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 			<output>
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 					<dim>20</dim>
 					<dim>1500</dim>
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+		<layer id="2834" name="self.layers.29.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1280, 1280" offset="587709540" size="1638400" />
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+					<dim>1280</dim>
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+		<layer id="2835" name="Convert_826371" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
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+					<dim>1280</dim>
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+					<dim>1280</dim>
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+		<layer id="2836" name="self.layers.29.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1280, 1" offset="589347940" size="1280" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2837" name="Convert_826374" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2838" name="self.layers.29.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2839" name="self.layers.29.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1280, 1" offset="589349220" size="2560" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2840" name="self.layers.29.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1280</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2841" name="self.layers.29.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
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+			<output>
+				<port id="1" precision="FP32">
+					<dim>1280</dim>
+					<dim>1280</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2842" name="__module.layers.29.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 					<dim>-1</dim>
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 					<dim>1500</dim>
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+					<dim>1280</dim>
 				</port>
 				<port id="1" precision="FP32">
+					<dim>1280</dim>
+					<dim>1280</dim>
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-					<dim>20</dim>
 					<dim>1500</dim>
-					<dim>64</dim>
+					<dim>1280</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="2843" name="Constant_22917" type="Const" version="opset1">
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 			<output>
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+				<port id="0" precision="I64">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="2844" name="__module.layers.29.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>20</dim>
 					<dim>1500</dim>
+					<dim>1280</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
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+			<output>
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+					<dim>-1</dim>
 					<dim>1500</dim>
+					<dim>20</dim>
+					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2906" name="__module.layers.29.self_attn/aten::softmax/Softmax" type="SoftMax" version="opset8">
-			<data axis="-1" />
+		<layer id="2845" name="__module.layers.29.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="14762300" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="2846" name="__module.layers.29.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>20</dim>
-					<dim>1500</dim>
 					<dim>1500</dim>
+					<dim>20</dim>
+					<dim>64</dim>
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+				<port id="1" precision="I32">
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 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>20</dim>
 					<dim>1500</dim>
-					<dim>1500</dim>
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 			</output>
 		</layer>
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 			<output>
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@@ -44285,7 +43139,7 @@
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 			</output>
 		</layer>
-		<layer id="2908" name="Convert_47617" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U8">
@@ -44300,7 +43154,7 @@
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 			</output>
 		</layer>
-		<layer id="2909" name="self.layers.29.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+		<layer id="2849" name="self.layers.29.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
 			<data element_type="u8" shape="1280, 1" offset="590990180" size="1280" />
 			<output>
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@@ -44309,7 +43163,7 @@
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 			</output>
 		</layer>
-		<layer id="2910" name="Convert_47620" type="Convert" version="opset1">
+		<layer id="2850" name="Convert_822079" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -44324,7 +43178,7 @@
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 			</output>
 		</layer>
-		<layer id="2911" name="self.layers.29.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2851" name="self.layers.29.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44343,7 +43197,7 @@
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 			</output>
 		</layer>
-		<layer id="2912" name="self.layers.29.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+		<layer id="2852" name="self.layers.29.self_attn.v_proj.weight/scale" type="Const" version="opset1">
 			<data element_type="f16" shape="1280, 1" offset="590991460" size="2560" />
 			<output>
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@@ -44352,7 +43206,7 @@
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 			</output>
 		</layer>
-		<layer id="2913" name="self.layers.29.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2853" name="self.layers.29.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44371,7 +43225,7 @@
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 			</output>
 		</layer>
-		<layer id="2914" name="self.layers.29.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2854" name="self.layers.29.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44386,7 +43240,7 @@
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 			</output>
 		</layer>
-		<layer id="2915" name="__module.layers.29.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2855" name="__module.layers.29.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44407,7 +43261,7 @@
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 			</output>
 		</layer>
-		<layer id="2916" name="Constant_21350" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1280" offset="590994020" size="5120" />
 			<output>
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@@ -44417,7 +43271,7 @@
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 			</output>
 		</layer>
-		<layer id="2917" name="__module.layers.29.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
+		<layer id="2857" name="__module.layers.29.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -44432,14 +43286,14 @@
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 			</input>
 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2918" name="Constant_22042" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="14762268" size="32" />
 			<output>
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@@ -44447,7 +43301,7 @@
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 			</output>
 		</layer>
-		<layer id="2919" name="__module.layers.29.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2859" name="__module.layers.29.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44460,7 +43314,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2278">
 					<dim>-1</dim>
 					<dim>1500</dim>
 					<dim>20</dim>
@@ -44468,7 +43322,7 @@
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 			</output>
 		</layer>
-		<layer id="2920" name="__module.layers.29.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
+		<layer id="2860" name="__module.layers.29.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="14762300" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -44476,7 +43330,7 @@
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 			</output>
 		</layer>
-		<layer id="2921" name="__module.layers.29.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2861" name="__module.layers.29.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44489,7 +43343,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2279">
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 					<dim>20</dim>
 					<dim>1500</dim>
@@ -44497,14 +43351,14 @@
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 			</output>
 		</layer>
-		<layer id="2922" name="__module.layers.29.self_attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
+		<layer id="2862" name="__module.layers.29.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>20</dim>
 					<dim>1500</dim>
-					<dim>1500</dim>
+					<dim>64</dim>
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 				<port id="1" precision="FP32">
 					<dim>-1</dim>
@@ -44512,9 +43366,15 @@
 					<dim>1500</dim>
 					<dim>64</dim>
 				</port>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>20</dim>
+					<dim>1500</dim>
+					<dim>64</dim>
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 			</input>
 			<output>
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+				<port id="3" precision="FP32" names="2281,attn_output.117">
 					<dim>-1</dim>
 					<dim>20</dim>
 					<dim>1500</dim>
@@ -44522,7 +43382,7 @@
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 		</layer>
-		<layer id="2923" name="__module.layers.29.self_attn/aten::transpose/Constant_4" type="Const" version="opset1">
+		<layer id="2863" name="__module.layers.29.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
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 			<output>
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@@ -44530,7 +43390,7 @@
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 			</output>
 		</layer>
-		<layer id="2924" name="__module.layers.29.self_attn/aten::transpose/Transpose_4" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -44543,7 +43403,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>1500</dim>
 					<dim>20</dim>
@@ -44551,7 +43411,7 @@
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 		</layer>
-		<layer id="2925" name="Constant_22043" type="Const" version="opset1">
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@@ -44559,7 +43419,7 @@
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 			</output>
 		</layer>
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+		<layer id="2866" name="__module.layers.29.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44573,14 +43433,14 @@
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 			</input>
 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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 			<output>
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@@ -44589,7 +43449,7 @@
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 		</layer>
-		<layer id="2928" name="Convert_47650" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U8">
@@ -44604,7 +43464,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="592637540" size="1280" />
 			<output>
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@@ -44613,7 +43473,7 @@
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 		</layer>
-		<layer id="2930" name="Convert_47653" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -44628,7 +43488,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -44647,7 +43507,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="592638820" size="2560" />
 			<output>
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@@ -44656,7 +43516,7 @@
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+		<layer id="2873" name="self.layers.29.self_attn.out_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44675,7 +43535,7 @@
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 		</layer>
-		<layer id="2934" name="self.layers.29.self_attn.out_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2874" name="self.layers.29.self_attn.out_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44690,7 +43550,7 @@
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@@ -44890,7 +43750,7 @@
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@@ -44967,7 +43827,7 @@
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@@ -44988,7 +43848,7 @@
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@@ -44998,7 +43858,7 @@
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@@ -45046,7 +43906,7 @@
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@@ -45061,7 +43921,7 @@
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@@ -45070,7 +43930,7 @@
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 			<input>
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@@ -45085,7 +43945,7 @@
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@@ -45104,7 +43964,7 @@
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@@ -45113,7 +43973,7 @@
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@@ -45132,7 +43992,7 @@
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@@ -45147,7 +44007,7 @@
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@@ -45168,7 +44028,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="605803620" size="5120" />
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 					<dim>1500</dim>
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@@ -45390,7 +44250,7 @@
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@@ -45409,7 +44269,7 @@
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@@ -45424,7 +44284,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -45445,7 +44305,7 @@
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@@ -45455,7 +44315,7 @@
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@@ -45470,14 +44330,14 @@
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+		<layer id="2927" name="__module.layers.30.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -45527,7 +44387,7 @@
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 			<output>
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@@ -45535,7 +44395,7 @@
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 			<output>
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@@ -45544,7 +44404,7 @@
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-		<layer id="2991" name="Convert_47672" type="Convert" version="opset1">
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 			<input>
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@@ -45559,7 +44419,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="609104740" size="1280" />
 			<output>
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@@ -45568,7 +44428,7 @@
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-		<layer id="2993" name="Convert_47675" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U8">
@@ -45583,7 +44443,7 @@
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 			<input>
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@@ -45602,7 +44462,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="609106020" size="2560" />
 			<output>
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@@ -45611,7 +44471,7 @@
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+		<layer id="2936" name="self.layers.30.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45630,7 +44490,7 @@
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 		</layer>
-		<layer id="2997" name="self.layers.30.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2937" name="self.layers.30.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45645,7 +44505,7 @@
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 		</layer>
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+		<layer id="2938" name="__module.layers.30.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -45659,14 +44519,14 @@
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 			<output>
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 					<dim>1500</dim>
 					<dim>1280</dim>
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-		<layer id="2999" name="Constant_22045" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="14762268" size="32" />
 			<output>
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@@ -45674,7 +44534,7 @@
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+		<layer id="2940" name="__module.layers.30.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -45687,7 +44547,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2343">
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 					<dim>1500</dim>
 					<dim>20</dim>
@@ -45695,7 +44555,7 @@
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-		<layer id="3001" name="__module.layers.30.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
+		<layer id="2941" name="__module.layers.30.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="14762300" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -45703,7 +44563,7 @@
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-		<layer id="3002" name="__module.layers.30.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2942" name="__module.layers.30.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45716,7 +44576,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2344">
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 					<dim>20</dim>
 					<dim>1500</dim>
@@ -45724,51 +44584,7 @@
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-					<dim>1500</dim>
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>1500</dim>
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 			<data element_type="u8" shape="1280, 1280" offset="609108580" size="1638400" />
 			<output>
 				<port id="0" precision="U8">
@@ -45777,7 +44593,7 @@
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 		</layer>
-		<layer id="3006" name="Convert_47661" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -45792,7 +44608,7 @@
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-		<layer id="3007" name="self.layers.30.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+		<layer id="2945" name="self.layers.30.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
 			<data element_type="u8" shape="1280, 1" offset="610746980" size="1280" />
 			<output>
 				<port id="0" precision="U8">
@@ -45801,7 +44617,7 @@
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 		</layer>
-		<layer id="3008" name="Convert_47664" type="Convert" version="opset1">
+		<layer id="2946" name="Convert_839259" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -45816,7 +44632,7 @@
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-		<layer id="3009" name="self.layers.30.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45835,7 +44651,7 @@
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-		<layer id="3010" name="self.layers.30.self_attn.v_proj.weight/scale" type="Const" version="opset1">
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 			<data element_type="f16" shape="1280, 1" offset="610748260" size="2560" />
 			<output>
 				<port id="0" precision="FP16">
@@ -45844,7 +44660,7 @@
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-		<layer id="3011" name="self.layers.30.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45863,7 +44679,7 @@
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 		</layer>
-		<layer id="3012" name="self.layers.30.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45878,7 +44694,7 @@
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45899,7 +44715,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="610750820" size="5120" />
 			<output>
 				<port id="0" precision="FP32">
@@ -45909,7 +44725,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -45924,14 +44740,14 @@
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 					<dim>1500</dim>
 					<dim>1280</dim>
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-		<layer id="3016" name="Constant_22046" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="14762268" size="32" />
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 			<input>
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@@ -45952,7 +44768,7 @@
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 					<dim>1500</dim>
 					<dim>20</dim>
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@@ -45968,7 +44784,7 @@
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 				<port id="0" precision="FP32">
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 					<dim>1500</dim>
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-			<data transpose_a="false" transpose_b="false" />
+		<layer id="2958" name="__module.layers.30.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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@@ -46043,7 +44865,7 @@
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@@ -46065,14 +44887,14 @@
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@@ -46096,7 +44918,7 @@
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@@ -46105,7 +44927,7 @@
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@@ -46120,7 +44942,7 @@
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@@ -46167,7 +44989,7 @@
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@@ -46182,7 +45004,7 @@
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@@ -46203,7 +45025,7 @@
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@@ -46228,14 +45050,14 @@
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@@ -46250,14 +45072,14 @@
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 					<dim>1500</dim>
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@@ -46265,7 +45087,7 @@
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@@ -46285,7 +45107,7 @@
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@@ -46295,7 +45117,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -46317,7 +45139,7 @@
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 			<data element_type="f32" shape="1, 1, 1280" offset="612408420" size="5120" />
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@@ -46327,7 +45149,7 @@
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+		<layer id="2980" name="__module.layers.30.final_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
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@@ -46342,14 +45164,14 @@
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 					<dim>1500</dim>
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 			<data element_type="u8" shape="5120, 1280" offset="612413540" size="6553600" />
 			<output>
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@@ -46358,7 +45180,7 @@
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 			<input>
 				<port id="0" precision="U8">
@@ -46373,7 +45195,7 @@
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 			<data element_type="u8" shape="5120, 1" offset="618967140" size="5120" />
 			<output>
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@@ -46382,7 +45204,7 @@
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-		<layer id="3046" name="Convert_46289" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -46397,7 +45219,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -46416,7 +45238,7 @@
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 			<data element_type="f16" shape="5120, 1" offset="618972260" size="10240" />
 			<output>
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@@ -46425,7 +45247,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -46444,7 +45266,7 @@
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 			<input>
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@@ -46459,7 +45281,7 @@
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@@ -46480,7 +45302,7 @@
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 			<output>
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@@ -46490,7 +45312,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -46505,14 +45327,14 @@
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@@ -46522,14 +45344,14 @@
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 					<dim>1500</dim>
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 			<data element_type="u8" shape="1280, 5120" offset="619002980" size="6553600" />
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@@ -46538,7 +45360,7 @@
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@@ -46553,7 +45375,7 @@
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@@ -46562,7 +45384,7 @@
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@@ -46596,7 +45418,7 @@
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@@ -46624,7 +45446,7 @@
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@@ -46639,7 +45461,7 @@
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@@ -46839,7 +45661,7 @@
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@@ -46873,7 +45695,7 @@
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@@ -46916,7 +45738,7 @@
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@@ -46937,7 +45759,7 @@
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@@ -47051,7 +45873,7 @@
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@@ -47060,7 +45882,7 @@
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@@ -47075,7 +45897,7 @@
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@@ -47094,7 +45916,7 @@
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@@ -47122,7 +45944,7 @@
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@@ -47137,7 +45959,7 @@
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 					<dim>1500</dim>
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@@ -47308,7 +46086,7 @@
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@@ -47370,7 +46148,7 @@
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@@ -47535,7 +46319,7 @@
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@@ -47543,7 +46327,7 @@
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@@ -47557,14 +46341,14 @@
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@@ -47573,7 +46357,7 @@
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@@ -47588,7 +46372,7 @@
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 			<data element_type="u8" shape="1280, 1" offset="632151140" size="1280" />
 			<output>
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@@ -47597,7 +46381,7 @@
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-		<layer id="3126" name="Convert_47741" type="Convert" version="opset1">
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 			<input>
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@@ -47612,7 +46396,7 @@
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@@ -47631,7 +46415,7 @@
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 			<data element_type="f16" shape="1280, 1" offset="632152420" size="2560" />
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@@ -47640,7 +46424,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -47659,7 +46443,7 @@
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 			<input>
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@@ -47674,7 +46458,7 @@
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@@ -47695,7 +46479,7 @@
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 					<dim>1500</dim>
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 					<dim>1500</dim>
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 			<data element_type="i32" shape="1" offset="13104664" size="4" />
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@@ -47757,7 +46541,7 @@
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@@ -47809,7 +46593,7 @@
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@@ -51282,335 +50069,268 @@
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+		<edge from-layer="3106" from-port="2" to-layer="3107" to-port="0" />
 	</edges>
 	<rt_info>
-		<Runtime_version value="2024.5.0-17285-ea5c1dcfdf9-releases/2024/5" />
+		<Runtime_version value="2025.2.0-19120-87425bc78ca-releases/2025/2" />
 		<conversion_parameters>
 			<framework value="pytorch" />
 			<is_python_object value="True" />
@@ -51618,25 +50338,27 @@
 		<nncf>
 			<friendly_names_were_updated value="True" />
 			<weight_compression>
-				<advanced_parameters value="{'statistics_path': None, 'awq_params': {'subset_size': 32, 'percent_to_apply': 0.002, 'alpha_min': 0.0, 'alpha_max': 1.0, 'steps': 100}, 'scale_estimation_params': {'subset_size': 64, 'initial_steps': 5, 'scale_steps': 5, 'weight_penalty': -1.0}, 'gptq_params': {'damp_percent': 0.1, 'block_size': 128, 'subset_size': 128}, 'lora_correction_params': {'adapter_rank': 8, 'num_iterations': 3, 'apply_regularization': True, 'subset_size': 128, 'use_int8_adapters': True}}" />
+				<advanced_parameters value="{'statistics_path': None, 'awq_params': {'subset_size': 32, 'percent_to_apply': 0.002, 'alpha_min': 0.0, 'alpha_max': 1.0, 'steps': 100}, 'scale_estimation_params': {'subset_size': 64, 'initial_steps': 5, 'scale_steps': 5, 'weight_penalty': -1.0}, 'gptq_params': {'damp_percent': 0.1, 'block_size': 128, 'subset_size': 128}, 'lora_correction_params': {'adapter_rank': 8, 'num_iterations': 3, 'apply_regularization': True, 'subset_size': 128, 'use_int8_adapters': True}, 'lora_adapter_rank': 256}" />
 				<all_layers value="False" />
 				<awq value="False" />
 				<backup_mode value="int8_asym" />
+				<compression_format value="dequantize" />
 				<gptq value="False" />
 				<group_size value="-1" />
 				<ignored_scope value="[]" />
 				<lora_correction value="False" />
 				<mode value="int8_asym" />
-				<ratio value="1" />
+				<ratio value="1.0" />
 				<scale_estimation value="False" />
 				<sensitivity_metric value="weight_quantization_error" />
 			</weight_compression>
 		</nncf>
 		<optimum>
-			<optimum_intel_version value="1.21.0.dev0+d357376" />
-			<optimum_version value="1.23.3" />
-			<pytorch_version value="2.5.1" />
-			<transformers_version value="4.46.3" />
+			<nncf_version value="2.16.0" />
+			<optimum_intel_version value="1.24.0.dev0+08e3008" />
+			<optimum_version value="1.25.3" />
+			<pytorch_version value="2.7.0+cpu" />
+			<transformers_version value="4.51.3" />
 		</optimum>
 	</rt_info>
 </net>