Upload folder using huggingface_hub
Browse files- config.json +57 -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 +59 -0
- trainer_state.json +111 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "dslim/bert-base-NER",
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"_num_labels": 9,
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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-EMAIL",
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"1": "B-ID_NUM",
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"2": "B-NAME_STUDENT",
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"3": "B-PHONE_NUM",
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"4": "B-STREET_ADDRESS",
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"5": "B-URL_PERSONAL",
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"6": "B-USERNAME",
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"7": "I-ID_NUM",
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"8": "I-NAME_STUDENT",
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"9": "I-PHONE_NUM",
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"10": "I-STREET_ADDRESS",
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"11": "I-URL_PERSONAL",
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"12": "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-EMAIL": 0,
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"B-ID_NUM": 1,
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"B-NAME_STUDENT": 2,
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"B-PHONE_NUM": 3,
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"B-STREET_ADDRESS": 4,
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"B-URL_PERSONAL": 5,
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"B-USERNAME": 6,
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"I-ID_NUM": 7,
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"I-NAME_STUDENT": 8,
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"I-PHONE_NUM": 9,
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"I-STREET_ADDRESS": 10,
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"I-URL_PERSONAL": 11,
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"O": 12
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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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"output_past": true,
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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": "4.37.1",
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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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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:62412bb205ab71a446003619c0a21929c1f964cdf72e769b9d7f68065f66bfcf
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size 430942044
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:04fefef2c08be566d351d7ea97d173b57efd4134c1bf5b714155c6ca733e6af9
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size 862003770
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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:e6a7f0882529ffdefba3a286c1b5d14f79d8c061fed8cf5cbc3bb9477168eb28
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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:dd2ce2fbe2b402b0c1adfbfb874af4a3b49bf9bb7a07f32e0f522244ab597da7
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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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tokenizer_config.json
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{
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"add_prefix_space": true,
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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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"100": {
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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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"101": {
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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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"102": {
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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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"103": {
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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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| 48 |
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"do_lower_case": false,
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| 49 |
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"mask_token": "[MASK]",
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| 50 |
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"max_len": 512,
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| 51 |
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"model_max_length": 512,
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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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| 55 |
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"strip_accents": null,
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| 56 |
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"tokenize_chinese_chars": true,
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| 57 |
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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
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{
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"best_metric": null,
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| 3 |
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"best_model_checkpoint": null,
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| 4 |
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"epoch": 12.56281407035176,
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| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 2500,
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| 7 |
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"is_hyper_param_search": false,
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| 8 |
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"is_local_process_zero": true,
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| 9 |
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"is_world_process_zero": true,
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| 10 |
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"log_history": [
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| 11 |
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{
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| 12 |
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"epoch": 2.51,
|
| 13 |
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"learning_rate": 9.164154103852597e-06,
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| 14 |
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"loss": 0.0512,
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| 15 |
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"step": 500
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},
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| 17 |
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{
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| 18 |
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"epoch": 2.51,
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| 19 |
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"eval_accuracy": 0.999126378328642,
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| 20 |
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"eval_f1": 0.9946746147839381,
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| 21 |
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"eval_loss": 0.0036214864812791348,
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| 22 |
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"eval_precision": 0.9940820337403218,
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| 23 |
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"eval_recall": 0.995267902734492,
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| 24 |
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"eval_runtime": 46.3664,
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| 25 |
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"eval_samples_per_second": 117.65,
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| 26 |
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"eval_steps_per_second": 1.855,
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| 27 |
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"step": 500
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| 28 |
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},
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| 29 |
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{
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| 30 |
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"epoch": 5.03,
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| 31 |
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"learning_rate": 8.326633165829147e-06,
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| 32 |
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"loss": 0.003,
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| 33 |
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"step": 1000
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| 34 |
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},
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| 35 |
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{
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| 36 |
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"epoch": 5.03,
|
| 37 |
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"eval_accuracy": 0.9992940780718982,
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| 38 |
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"eval_f1": 0.9957568802297001,
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| 39 |
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"eval_loss": 0.002809069352224469,
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| 40 |
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"eval_precision": 0.9946416493179083,
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| 41 |
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"eval_recall": 0.9968746148292923,
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| 42 |
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"eval_runtime": 46.636,
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| 43 |
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"eval_samples_per_second": 116.97,
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| 44 |
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"eval_steps_per_second": 1.844,
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| 45 |
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"step": 1000
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| 46 |
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},
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| 47 |
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{
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| 48 |
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"epoch": 7.54,
|
| 49 |
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"learning_rate": 7.489112227805696e-06,
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| 50 |
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"loss": 0.0019,
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| 51 |
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"step": 1500
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| 52 |
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},
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| 53 |
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{
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| 54 |
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"epoch": 7.54,
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| 55 |
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"eval_accuracy": 0.999411319485325,
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"eval_f1": 0.9965324731580002,
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"eval_loss": 0.0024871148634701967,
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"eval_precision": 0.9955539739652666,
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"eval_recall": 0.9975128977162678,
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"eval_runtime": 46.4626,
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"eval_samples_per_second": 117.406,
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| 62 |
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"eval_steps_per_second": 1.851,
|
| 63 |
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"step": 1500
|
| 64 |
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},
|
| 65 |
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{
|
| 66 |
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"epoch": 10.05,
|
| 67 |
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"learning_rate": 6.651591289782245e-06,
|
| 68 |
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"loss": 0.0014,
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| 69 |
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"step": 2000
|
| 70 |
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},
|
| 71 |
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{
|
| 72 |
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"epoch": 10.05,
|
| 73 |
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"eval_accuracy": 0.9994637565731869,
|
| 74 |
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"eval_f1": 0.996785032589478,
|
| 75 |
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"eval_loss": 0.0023196828551590443,
|
| 76 |
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"eval_precision": 0.9959002706788062,
|
| 77 |
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"eval_recall": 0.9976713679502756,
|
| 78 |
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"eval_runtime": 46.3254,
|
| 79 |
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"eval_samples_per_second": 117.754,
|
| 80 |
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"eval_steps_per_second": 1.856,
|
| 81 |
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"step": 2000
|
| 82 |
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},
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| 83 |
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{
|
| 84 |
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"epoch": 12.56,
|
| 85 |
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"learning_rate": 5.814070351758795e-06,
|
| 86 |
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"loss": 0.0012,
|
| 87 |
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"step": 2500
|
| 88 |
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},
|
| 89 |
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{
|
| 90 |
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"epoch": 12.56,
|
| 91 |
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"eval_accuracy": 0.9994914591856421,
|
| 92 |
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"eval_f1": 0.996870649862445,
|
| 93 |
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"eval_loss": 0.0022394973784685135,
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| 94 |
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"eval_precision": 0.9960317285930874,
|
| 95 |
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"eval_recall": 0.9977109855087775,
|
| 96 |
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"eval_runtime": 46.8573,
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| 97 |
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"eval_samples_per_second": 116.417,
|
| 98 |
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"eval_steps_per_second": 1.835,
|
| 99 |
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"step": 2500
|
| 100 |
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}
|
| 101 |
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],
|
| 102 |
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"logging_steps": 500,
|
| 103 |
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"max_steps": 5970,
|
| 104 |
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"num_input_tokens_seen": 0,
|
| 105 |
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"num_train_epochs": 30,
|
| 106 |
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"save_steps": 500,
|
| 107 |
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"total_flos": 3.403409012718475e+16,
|
| 108 |
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"train_batch_size": 64,
|
| 109 |
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"trial_name": null,
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| 110 |
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"trial_params": null
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| 111 |
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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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| 2 |
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oid sha256:bb0d93f2cb85ad2328bbf4da5823dfd3c74a22c24b7ddaad38cace4078cf3798
|
| 3 |
+
size 4664
|
vocab.txt
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