upload model
Browse files- README.md +0 -0
- all_results.json +21 -0
- config.json +49 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +169 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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all_results.json
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{
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"epoch": 10.0,
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"eval_accuracy": 0.9880401815483233,
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"eval_f1": 0.8867365091915398,
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"eval_loss": 0.057308126240968704,
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"eval_precision": 0.8851617995264404,
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"eval_recall": 0.8883168316831683,
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"eval_runtime": 10.7433,
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"eval_samples": 1429,
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"eval_samples_per_second": 133.013,
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"predict_accuracy": 0.9869031377899045,
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"predict_f1": 0.8963029756537422,
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"predict_loss": 0.0634368360042572,
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"predict_precision": 0.8881343817012152,
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"predict_recall": 0.904623225336731,
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"predict_runtime": 11.0009,
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"predict_samples_per_second": 138.897,
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"train_runtime": 3184.2872,
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"train_samples": 10630,
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"train_samples_per_second": 1.043
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}
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config.json
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{
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"_name_or_path": "bsc/roberta-base-ca-cased",
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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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"eos_token_id": 2,
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"finetuning_task": "ner",
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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": "B_LOC",
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"1": "B_MISC",
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"2": "B_ORG",
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"3": "B_PER",
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"4": "I_LOC",
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"5": "I_MISC",
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"6": "I_ORG",
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"7": "I_PER",
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"8": "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_LOC": 0,
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"B_MISC": 1,
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"B_ORG": 2,
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"B_PER": 3,
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"I_LOC": 4,
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"I_MISC": 5,
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"I_ORG": 6,
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"I_PER": 7,
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"O": 8
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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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"transformers_version": "4.6.1",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 52000
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}
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merges.txt
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:719187b33d8de05d7e4f9e21846b378b9b9e1f1b4716ac29e9874d895a57cfc3
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size 501665195
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special_tokens_map.json
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{"bos_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "eos_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "unk_token": {"content": "<unk>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "sep_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "pad_token": {"content": "<pad>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "cls_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true}}
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tokenizer.json
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tokenizer_config.json
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{"unk_token": {"content": "<unk>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "bos_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "eos_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "add_prefix_space": true, "errors": "replace", "sep_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "cls_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "pad_token": {"content": "<pad>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "max_len": 512, "special_tokens_map_file": null, "name_or_path": "bsc/roberta-base-ca-cased"}
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trainer_state.json
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{
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| 141 |
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"learning_rate": 4.819277108433735e-06,
|
| 142 |
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"loss": 0.003,
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| 143 |
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"step": 3000
|
| 144 |
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},
|
| 145 |
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{
|
| 146 |
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"epoch": 10.0,
|
| 147 |
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|
| 148 |
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"eval_f1": 0.8860410094637224,
|
| 149 |
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"eval_loss": 0.05681716278195381,
|
| 150 |
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"eval_precision": 0.8822143698468787,
|
| 151 |
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"eval_recall": 0.8899009900990099,
|
| 152 |
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"eval_runtime": 10.4599,
|
| 153 |
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"eval_samples_per_second": 136.617,
|
| 154 |
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"step": 3320
|
| 155 |
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},
|
| 156 |
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{
|
| 157 |
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"epoch": 10.0,
|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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}
|
| 163 |
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|
| 164 |
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|
| 165 |
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"num_train_epochs": 10,
|
| 166 |
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|
| 167 |
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"trial_name": null,
|
| 168 |
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"trial_params": null
|
| 169 |
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}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:8d1bc5254034f15969ebc9d2b257520e90c777c69a30689a62a6bfdb5a53c4ca
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| 3 |
+
size 2479
|
vocab.json
ADDED
|
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|
|