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BioNER-es

Token Classification
Transformers
PyTorch
roberta
Inference Endpoints
Model card Files Community
1
eamador commited on
Commit
53dfbb8
•
1 Parent(s): cbb525b

Retrained the model with improved tokenization. Now it detects compound words.

Browse files
Files changed (8) hide show
  1. config.json +38 -0
  2. merges.txt +0 -0
  3. pytorch_model.bin +3 -0
  4. special_tokens_map.json +51 -0
  5. tokenizer.json +0 -0
  6. tokenizer_config.json +68 -0
  7. training_args.bin +3 -0
  8. vocab.json +0 -0
config.json ADDED
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+ {
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+ "_name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
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+ "architectures": [
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+ "RobertaForTokenClassification"
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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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+ "classifier_dropout": null,
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+ "eos_token_id": 2,
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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-ENFERMEDAD",
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+ "2": "I-ENFERMEDAD"
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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-ENFERMEDAD": 1,
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+ "I-ENFERMEDAD": 2,
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+ "O": 0
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+ },
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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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+ "torch_dtype": "float32",
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+ "transformers_version": "4.24.0",
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+ "type_vocab_size": 1,
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+ "use_cache": true,
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+ "vocab_size": 50262
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+ }
merges.txt ADDED
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pytorch_model.bin ADDED
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+ size 496291249
special_tokens_map.json ADDED
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+ {
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+ "bos_token": {
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+ "content": "<s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "cls_token": {
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+ "content": "<s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "eos_token": {
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+ "content": "</s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "mask_token": {
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+ "content": "<mask>",
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+ "lstrip": true,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "pad_token": {
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+ "content": "<pad>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "sep_token": {
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+ "content": "</s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "unk_token": {
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+ "content": "<unk>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ }
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+ }
tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ {
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+ "add_prefix_space": true,
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+ "bos_token": {
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+ "__type": "AddedToken",
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+ "content": "<s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "cls_token": {
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+ "__type": "AddedToken",
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+ "content": "<s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "eos_token": {
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+ "__type": "AddedToken",
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+ "content": "</s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "errors": "replace",
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+ "mask_token": {
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+ "__type": "AddedToken",
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+ "content": "<mask>",
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+ "lstrip": true,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "max_len": 512,
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+ "max_length": 512,
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+ "name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
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+ "pad_token": {
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+ "__type": "AddedToken",
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+ "content": "<pad>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "padding": true,
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+ "sep_token": {
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+ "__type": "AddedToken",
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+ "content": "</s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "special_tokens_map_file": null,
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+ "tokenizer_class": "RobertaTokenizer",
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+ "trim_offsets": true,
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+ "truncation": true,
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+ "unk_token": {
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+ "__type": "AddedToken",
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+ "content": "<unk>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ }
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+ }
training_args.bin ADDED
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+ oid sha256:88265ca4e4d9e539f4a5e4f503bea4d0dddba61dbba29c9085707984ee5f53e5
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+ size 3375
vocab.json ADDED
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