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tiny-bert-mnli-distilled

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nbhimte commited on
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1 Parent(s): 971b87e

Training in progress, epoch 1

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Files changed (11) hide show
  1. config.json +5 -7
  2. logs/1650179863.7701304/events.out.tfevents.1650179863.21997728a4be.74.1 +3 -0
  3. logs/1650180270.732872/events.out.tfevents.1650180270.21997728a4be.74.3 +3 -0
  4. logs/1650180709.8959146/events.out.tfevents.1650180709.21997728a4be.74.5 +3 -0
  5. logs/1650180749.8921547/events.out.tfevents.1650180749.21997728a4be.74.7 +3 -0
  6. logs/events.out.tfevents.1650179863.21997728a4be.74.0 +3 -0
  7. logs/events.out.tfevents.1650180270.21997728a4be.74.2 +3 -0
  8. logs/events.out.tfevents.1650180709.21997728a4be.74.4 +3 -0
  9. logs/events.out.tfevents.1650180749.21997728a4be.74.6 +3 -0
  10. pytorch_model.bin +2 -2
  11. training_args.bin +1 -1
config.json CHANGED
@@ -1,22 +1,20 @@
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  {
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- "_name_or_path": "prajjwal1/bert-tiny-mnli",
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  "architectures": [
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  "BertForSequenceClassification"
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  ],
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  "attention_probs_dropout_prob": 0.1,
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  "classifier_dropout": null,
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- "finetuning_task": "mnli",
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- "gradient_checkpointing": false,
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  "hidden_act": "gelu",
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  "hidden_dropout_prob": 0.1,
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- "hidden_size": 128,
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  "id2label": {
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  "0": "entailment",
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  "1": "neutral",
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  "2": "contradiction"
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  },
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  "initializer_range": 0.02,
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- "intermediate_size": 512,
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  "label2id": {
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  "contradiction": "2",
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  "entailment": "0",
@@ -25,8 +23,8 @@
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  "layer_norm_eps": 1e-12,
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  "max_position_embeddings": 512,
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  "model_type": "bert",
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- "num_attention_heads": 2,
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- "num_hidden_layers": 2,
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  "pad_token_id": 0,
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  "position_embedding_type": "absolute",
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  "problem_type": "single_label_classification",
 
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  {
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+ "_name_or_path": "google/bert_uncased_L-10_H-256_A-4",
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  "architectures": [
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  "BertForSequenceClassification"
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  ],
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  "attention_probs_dropout_prob": 0.1,
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  "classifier_dropout": null,
 
 
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  "hidden_act": "gelu",
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  "hidden_dropout_prob": 0.1,
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+ "hidden_size": 256,
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  "id2label": {
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  "0": "entailment",
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  "1": "neutral",
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  "2": "contradiction"
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  },
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  "initializer_range": 0.02,
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+ "intermediate_size": 1024,
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  "label2id": {
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  "contradiction": "2",
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  "entailment": "0",
 
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  "layer_norm_eps": 1e-12,
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  "max_position_embeddings": 512,
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  "model_type": "bert",
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+ "num_attention_heads": 4,
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+ "num_hidden_layers": 10,
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  "pad_token_id": 0,
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  "position_embedding_type": "absolute",
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  "problem_type": "single_label_classification",
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