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.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+artifact.json filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

LICENSE

@@ -0,0 +1,202 @@
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README.md

@@ -0,0 +1,42 @@
+---
+base_model: Qwen/Qwen2.5-Coder-14B-Instruct
+language:
+  - en
+license: apache-2.0
+pipeline_tag: text-generation
+library_name: furiosa-llm
+tags:
+  - furiosa-ai
+  - qwen
+  - qwen-2.5
+---
+# Model Overview
+- **Model Architecture:** Qwen2
+  - **Input:** Text
+  - **Output:** Text
+- **Model Optimizations:**
+- **Context Length:** 32k tokens
+  - Maximum Prompt Length: 32768 tokens
+  - Maximum Generation Length: 32768 tokens
+- **Intended Use Cases:** Intended for commercial and non-commercial use. Same as [Qwen/Qwen2.5-Coder-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct), this models is intended for assistant-like chat.
+- **Release Date:** 08/04/2025
+- **Version:** v2025.3
+- **License(s):** [Apache 2.0 License](https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct/blob/main/LICENSE)
+- **Supported Inference Engine(s):** Furiosa LLM
+- **Supported Hardware Compatibility:** FuriosaAI RNGD
+- **Preferred Operating System(s):** Linux
+
+
+## Description:
+This model is the pre-compiled version of the [Qwen/Qwen2.5-Coder-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct),
+which is an auto-regressive language model that uses an optimized transformer architecture.
+
+## Usage
+
+To run this model with [Furiosa-LLM](https://developer.furiosa.ai/latest/en/furiosa_llm/intro.html),
+follow the example command below after
+[installing Furiosa-LLM and its prerequisites](https://developer.furiosa.ai/latest/en/getting_started/furiosa_llm.html#installing-furiosa-llm).
+
+```sh
+furiosa-llm serve furiosa-ai/Qwen2.5-Coder-14B-Instruct
+```

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config.json

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+{
+  "_name_or_path": "Qwen/Qwen2.5-Coder-14B-Instruct",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "eos_token_id": 151645,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 13824,
+  "max_position_embeddings": 32768,
+  "max_window_layers": 48,
+  "model_type": "qwen2",
+  "num_attention_heads": 40,
+  "num_hidden_layers": 48,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.48.1",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 152064
+}

furiosa_config.json

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+{
+  "config_version": "1.0.0",
+  "model_id": "Qwen/Qwen2.5-14B",
+  "model_kinds": [
+    "ARTIFACT"
+  ],
+  "model_class": {
+    "module": "furiosa_models.architecture.models.qwen2",
+    "name": "Qwen2ForCausalLM"
+  },
+  "llm_config": {
+    "optimization_config": {
+      "attention_type": "PAGED_ATTENTION",
+      "optimize_rope": true,
+      "optimize_packed": true,
+      "decompose_layernorm": false,
+      "optimize_furiosa": false,
+      "use_unsplit_packed": false,
+      "compact_causal_mask": false,
+      "use_rngd_gelu": false,
+      "causal_mask_free_decoding": true,
+      "kv_cache_sharing_across_beams": false,
+      "inbound_beamsearch_softmax": false,
+      "calculate_logit_only_for_last_token": false,
+      "optimized_for_speculative_decoding": true,
+      "use_2d_masks": false,
+      "merged_kv_indices": false
+    },
+    "quantization_config": {
+      "weight": "bf16",
+      "activation": "bf16",
+      "kv_cache": "bf16",
+      "use_mcp": false
+    }
+  },
+  "components_versions": {
+    "furiosa_llm": {
+      "version": "0.1.0-dev",
+      "git_hash": "832055d",
+      "build_time": null
+    },
+    "furiosa_ir": {
+      "version": "0.11.0-dev",
+      "git_hash": "4467f6a699",
+      "build_time": "2025-08-22T02:06:19Z"
+    },
+    "furiosa_runtime": {
+      "version": "2025.3.1",
+      "git_hash": "832055d73",
+      "build_time": "2025-08-22T02:06:23Z"
+    },
+    "furiosa_model_compressor": {
+      "version": "2025.3.0 (rev: 4cd9804)",
+      "git_hash": null,
+      "build_time": null
+    }
+  }
+}

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special_tokens_map.json

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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151661": {
+      "content": "<|fim_suffix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151662": {
+      "content": "<|fim_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151663": {
+      "content": "<|repo_name|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151664": {
+      "content": "<|file_sep|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "bos_token": null,
+  "chat_template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- messages[0]['content'] }}\n    {%- else %}\n        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n    {%- endif %}\n    {{- \"\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n    {%- else %}\n        {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {{- '<|im_start|>' + message.role }}\n        {%- if message.content %}\n            {{- '\\n' + message.content }}\n        {%- endif %}\n        {%- for tool_call in message.tool_calls %}\n            {%- if tool_call.function is defined %}\n                {%- set tool_call = tool_call.function %}\n            {%- endif %}\n            {{- '\\n<tool_call>\\n{\"name\": \"' }}\n            {{- tool_call.name }}\n            {{- '\", \"arguments\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- '}\\n</tool_call>' }}\n        {%- endfor %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n{%- endif %}\n",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "model_max_length": 32768,
+  "pad_token": "<|im_end|>",
+  "padding_side": "left",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}