rafsanahmed
commited on
Commit
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b6b8fad
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Parent(s):
c25422a
Upload 7 files
Browse files- config.json +35 -0
- eval_results.txt +8 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +7 -0
- tokenizer_config.json +15 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "dmis-lab/biobert-base-cased-v1.1",
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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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"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": "B-bio",
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"1": "I-bio",
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"2": "O"
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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-bio": 0,
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"I-bio": 1,
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"O": 2
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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": "4.24.0",
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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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}
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eval_results.txt
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eval_loss = 0.16482220590114594
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eval_precision = 0.7639566395663957
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eval_recall = 0.7771604283745096
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eval_f1 = 0.7705019710906702
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eval_runtime = 196.903
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eval_samples_per_second = 222.561
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eval_steps_per_second = 13.91
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epoch = 143.0
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:bf05dd0fc6b2949102774a477cf71c116856a66bd90be32f683659a1217c0556
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size 430960109
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special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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tokenizer_config.json
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{
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": true,
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"mask_token": "[MASK]",
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"name_or_path": "dmis-lab/biobert-base-cased-v1.1",
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"never_split": null,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"special_tokens_map_file": null,
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:5420aea2a63ad93cb427beebf170d7d24a9083f667faf54cd8db9c194bb3c96e
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size 3451
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vocab.txt
ADDED
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