Token Classification
Transformers
PyTorch
bert
Inference Endpoints
rafsanahmed commited on
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config.json ADDED
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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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+ "hidden_act": "gelu",
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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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+ "O": 2
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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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+ }
eval_results.txt ADDED
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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
pytorch_model.bin ADDED
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special_tokens_map.json ADDED
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+ {
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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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+ }
tokenizer_config.json ADDED
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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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+ "name_or_path": "dmis-lab/biobert-base-cased-v1.1",
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+ "pad_token": "[PAD]",
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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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+ }
training_args.bin ADDED
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vocab.txt ADDED
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