pubmedbert finetuned model on synthetic data
Browse files- config.json +34 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- trainer_state.json +152 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
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{
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"_name_or_path": "microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext",
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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": 768,
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"id2label": {
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"0": "medical",
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"1": "non-medical"
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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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"false": 0,
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"true": 1
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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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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.42.4",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:eb34b1e38284536062f0fd88282fd8a00f4808070e4b1ad0f25d2317e1e7a9d5
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size 437958648
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:24219c04611344a883c18bf1edf8166da0ba01769ddf72b4ebc00b02b154daa4
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size 876038394
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:f6c9d6b7ddb46e6f6ce8a314b070515c1303e9c8eb3a9acef0ea2ac4ca5bd792
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b957cec6154bcedd6e0296ef5735a7871ef230fe46097ee439ea17aba9b686ba
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size 1064
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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.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"4": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"clean_up_tokenization_spaces": true,
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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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"model_max_length": 1000000000000000019884624838656,
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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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| 53 |
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"strip_accents": null,
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| 54 |
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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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trainer_state.json
ADDED
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{
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"best_metric": 0.1734582930803299,
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| 3 |
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| 4 |
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| 5 |
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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| 10 |
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{
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{
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}
|
| 130 |
+
],
|
| 131 |
+
"logging_steps": 500,
|
| 132 |
+
"max_steps": 6150,
|
| 133 |
+
"num_input_tokens_seen": 0,
|
| 134 |
+
"num_train_epochs": 5,
|
| 135 |
+
"save_steps": 500,
|
| 136 |
+
"stateful_callbacks": {
|
| 137 |
+
"TrainerControl": {
|
| 138 |
+
"args": {
|
| 139 |
+
"should_epoch_stop": false,
|
| 140 |
+
"should_evaluate": false,
|
| 141 |
+
"should_log": false,
|
| 142 |
+
"should_save": true,
|
| 143 |
+
"should_training_stop": false
|
| 144 |
+
},
|
| 145 |
+
"attributes": {}
|
| 146 |
+
}
|
| 147 |
+
},
|
| 148 |
+
"total_flos": 3.436358649641088e+16,
|
| 149 |
+
"train_batch_size": 32,
|
| 150 |
+
"trial_name": null,
|
| 151 |
+
"trial_params": null
|
| 152 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:58aefb422511a44b3f045188ce5a98fdd8106c308b3c35857de25134048a06fa
|
| 3 |
+
size 5176
|
vocab.txt
ADDED
|
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|
|
|