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finetuning-sentiment-model-3000-samples

Text Classification
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distilbert
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text-embeddings-inference
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BaxterAI commited on
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622c9dd
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1 Parent(s): 622a197

Training in progress, epoch 1

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Files changed (8) hide show
  1. config.json +17 -20
  2. pytorch_model.bin +2 -2
  3. runs/May23_09-38-41_2d362c5ccea5/1653298727.100855/events.out.tfevents.1653298727.2d362c5ccea5.75.1 +3 -0
  4. runs/May23_09-38-41_2d362c5ccea5/events.out.tfevents.1653298727.2d362c5ccea5.75.0 +3 -0
  5. special_tokens_map.json +1 -1
  6. tokenizer.json +0 -0
  7. tokenizer_config.json +1 -1
  8. training_args.bin +1 -1
config.json CHANGED
@@ -1,28 +1,25 @@
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  {
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- "_name_or_path": "roberta-base",
 
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  "architectures": [
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- "RobertaForSequenceClassification"
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  ],
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- "attention_probs_dropout_prob": 0.1,
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- "bos_token_id": 0,
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- "eos_token_id": 2,
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- "hidden_act": "gelu",
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- "hidden_dropout_prob": 0.1,
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- "hidden_size": 768,
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  "initializer_range": 0.02,
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- "intermediate_size": 3072,
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- "layer_norm_eps": 1e-05,
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- "max_position_embeddings": 514,
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- "model_type": "roberta",
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- "num_attention_heads": 12,
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- "num_hidden_layers": 12,
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- "pad_token_id": 1,
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- "position_embedding_type": "absolute",
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  "problem_type": "single_label_classification",
 
 
 
 
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  "torch_dtype": "float32",
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  "transformers_version": "4.19.2",
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- "type_vocab_size": 1,
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- "use_cache": true,
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- "vocab_size": 50265
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  }
 
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  {
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+ "_name_or_path": "distilbert-base-uncased",
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+ "activation": "gelu",
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  "architectures": [
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+ "DistilBertForSequenceClassification"
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  ],
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+ "attention_dropout": 0.1,
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+ "dim": 768,
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+ "dropout": 0.1,
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+ "hidden_dim": 3072,
 
 
 
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  "initializer_range": 0.02,
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+ "max_position_embeddings": 512,
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+ "model_type": "distilbert",
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+ "n_heads": 12,
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+ "n_layers": 6,
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+ "pad_token_id": 0,
 
 
 
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  "problem_type": "single_label_classification",
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+ "qa_dropout": 0.1,
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+ "seq_classif_dropout": 0.2,
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+ "sinusoidal_pos_embds": false,
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+ "tie_weights_": true,
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  "torch_dtype": "float32",
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  "transformers_version": "4.19.2",
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+ "vocab_size": 30522
 
 
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  }
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special_tokens_map.json CHANGED
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- {"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
 
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tokenizer.json CHANGED
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tokenizer_config.json CHANGED
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- {"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "roberta-base", "tokenizer_class": "RobertaTokenizer"}
 
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