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andrewoh
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bert-finetuned-ner

Token Classification
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bert
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andrewoh commited on
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1 Parent(s): aae4d4c

Training in progress, epoch 1

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Files changed (5) hide show
  1. .ipynb_checkpoints/config-checkpoint.json +68 -0
  2. config.json +34 -34
  3. model.safetensors +1 -1
  4. runs/Jun12_18-17-40_ip-10-176-19-105/events.out.tfevents.1718216297.ip-10-176-19-105.22630.0 +3 -0
  5. training_args.bin +1 -1
.ipynb_checkpoints/config-checkpoint.json ADDED
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+ {
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+ "_name_or_path": "bert-base-cased",
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+ "architectures": [
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+ "BertForTokenClassification"
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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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+ "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": 768,
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+ "id2label": {
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+ "0": "O",
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+ "1": "B-Reaction",
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+ "2": "B-Yield",
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+ "3": "I-Yield",
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+ "4": "B-Prod",
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+ "5": "B-Reactants",
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+ "6": "I-Reactants",
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+ "7": "I-Reaction",
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+ "8": "B-Catalyst_Reagents",
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+ "9": "B-Solvent",
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+ "10": "B-Temperature",
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+ "11": "I-Temperature",
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+ "12": "I-Prod",
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+ "13": "B-Workup_reagents",
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+ "14": "I-Catalyst_Reagents",
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+ "15": "I-Solvent",
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+ "16": "B-Time",
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+ "17": "I-Time",
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+ "18": "I-Workup_reagents"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "B-Catalyst_Reagents": 8,
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+ "B-Prod": 4,
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+ "B-Reactants": 5,
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+ "B-Reaction": 1,
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+ "B-Solvent": 9,
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+ "B-Temperature": 10,
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+ "B-Time": 16,
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+ "B-Workup_reagents": 13,
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+ "I-Catalyst_Reagents": 14,
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+ "I-Time": 17,
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+ "I-Workup_reagents": 18,
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+ "I-Yield": 3,
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+ "O": 0
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+ },
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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": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 0,
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+ "position_embedding_type": "absolute",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.41.2",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 28996
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+ }
config.json CHANGED
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  "hidden_size": 768,
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- "4": "B-Prod",
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  "layer_norm_eps": 1e-12,
 
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+ "I-Reactants": 2,
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+ "I-Solvent": 12,
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  "I-Workup_reagents": 18,
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+ "I-Yield": 6,
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