Upload DistilBertForSequenceClassification

README.md

@@ -1,21 +1,20 @@
 ---
+base_model: google-bert/bert-base-uncased
 language: en
+license: apache-2.0
+pipeline_tag: text-classification
 tags:
 - text-classification
 - sentiment-analysis
 - sentiment
-- 'synthetic data'
-- text-classification
+- synthetic data
 - multi-class
 - social-media-analysis
 - customer-feedback
 - product-reviews
 - brand-monitoring
-license: apache-2.0
 widget:
-- text: >-
-    I absolutely loved this movie! The acting was superb and the plot was
-    engaging.
+- text: I absolutely loved this movie! The acting was superb and the plot was engaging.
   example_title: Very Positive Review
 - text: The service at this restaurant was terrible. I'll never go back.
   example_title: Very Negative Review
@@ -28,8 +27,6 @@ widget:
 inference:
   parameters:
     temperature: 1
-pipeline_tag: text-classification
-base_model: google-bert/bert-base-uncased
 ---
 # 🚀 BERT-based Sentiment Classification Model: Unleashing the Power of Synthetic Data
 

config.json

@@ -1,14 +1,13 @@
 {
-  "_name_or_path": "bert-base-uncased",
+  "_name_or_path": "distilbert/distilbert-base-uncased",
+  "activation": "gelu",
   "architectures": [
-    "BertForSequenceClassification"
+    "DistilBertForSequenceClassification"
   ],
-  "attention_probs_dropout_prob": 0.1,
-  "classifier_dropout": null,
-  "gradient_checkpointing": false,
-  "hidden_act": "gelu",
-  "hidden_dropout_prob": 0.1,
-  "hidden_size": 768,
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
   "id2label": {
     "0": "LABEL_0",
     "1": "LABEL_1",
@@ -17,7 +16,6 @@
     "4": "LABEL_4"
   },
   "initializer_range": 0.02,
-  "intermediate_size": 3072,
   "label2id": {
     "LABEL_0": 0,
     "LABEL_1": 1,
@@ -25,16 +23,16 @@
     "LABEL_3": 3,
     "LABEL_4": 4
   },
-  "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,
-  "model_type": "bert",
-  "num_attention_heads": 12,
-  "num_hidden_layers": 12,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
   "pad_token_id": 0,
-  "position_embedding_type": "absolute",
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
   "torch_dtype": "float32",
   "transformers_version": "4.37.0",
-  "type_vocab_size": 2,
-  "use_cache": true,
   "vocab_size": 30522
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:89fce6235d4dfe775a089b75a34d96c0c06af03db7fb704d50e0f730f60612fa
-size 437967876
+oid sha256:102b8d817794e88fc4a01bb431a734b902d3556e6323dd7075c6cf51cde32c78
+size 267841796