Initial commit
Browse files- config.json +46 -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 +55 -0
- trainer_state.json +83 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "distilbert-base-cased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0": "Casual",
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"1": "Professional",
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"2": "Friendly",
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"3": "Informative",
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"4": "Serious",
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"5": "Humorous",
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"6": "Authoritative",
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"7": "Intimate"
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},
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"initializer_range": 0.02,
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"label2id": {
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"Authoritative": 6,
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"Casual": 0,
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"Friendly": 2,
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"Humorous": 5,
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"Informative": 3,
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"Intimate": 7,
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"Professional": 1,
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"Serious": 4
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"output_past": true,
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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.41.1",
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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:cba2603cb1ce82a119714fa0592518a85a3385185a7261d8cab10bd74b745fa0
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size 263163144
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e90d83ebe436c1e9fc3af81c9d5b15a0d0bc055b9ced3da6f43d4cf5d9699ea4
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size 526388410
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:877c4ba1599fab3df390d0a0343142677d514aefe626ab40669e03511e87bd89
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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 sha256:20546c36203b63b34154fbe25b8b9d9cbad79fd7ee5df0a7eb320bd929581f52
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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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"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_lower_case": false,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "DistilBertTokenizer",
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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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"best_model_checkpoint": null,
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"epoch": 5.0,
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"eval_steps": 500,
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"global_step": 255,
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"is_hyper_param_search": false,
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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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"log_history": [
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{
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"epoch": 1.0,
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| 13 |
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"eval_accuracy": 0.8695652173913043,
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| 14 |
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"eval_f1": 0.8728600541101488,
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| 15 |
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"eval_loss": 0.6608906984329224,
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| 16 |
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"eval_runtime": 0.8181,
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| 17 |
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"eval_samples_per_second": 421.7,
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| 18 |
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"eval_steps_per_second": 7.334,
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"step": 51
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},
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{
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"epoch": 2.0,
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| 23 |
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"eval_accuracy": 0.9188405797101449,
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| 24 |
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"eval_f1": 0.9254201727996807,
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| 25 |
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"eval_loss": 0.282185822725296,
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| 26 |
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"eval_runtime": 0.8009,
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| 27 |
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"eval_samples_per_second": 430.79,
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| 28 |
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"eval_steps_per_second": 7.492,
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"step": 102
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},
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{
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"epoch": 3.0,
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| 33 |
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"eval_accuracy": 0.9565217391304348,
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| 34 |
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"eval_f1": 0.957832432085824,
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| 35 |
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"eval_loss": 0.14275817573070526,
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| 36 |
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"eval_runtime": 0.7983,
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| 37 |
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"eval_samples_per_second": 432.18,
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| 38 |
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"eval_steps_per_second": 7.516,
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"step": 153
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.9623188405797102,
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| 44 |
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"eval_f1": 0.962796387059804,
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| 45 |
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"eval_loss": 0.11694291979074478,
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| 46 |
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"eval_runtime": 0.7991,
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"eval_samples_per_second": 431.736,
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"eval_steps_per_second": 7.508,
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"step": 204
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},
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{
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"epoch": 5.0,
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"eval_accuracy": 0.9623188405797102,
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| 54 |
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"eval_f1": 0.9634447984007641,
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| 55 |
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"eval_loss": 0.1356935352087021,
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| 56 |
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"eval_runtime": 0.8116,
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"eval_samples_per_second": 425.078,
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"eval_steps_per_second": 7.393,
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"step": 255
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}
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],
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"logging_steps": 500,
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"max_steps": 255,
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"num_input_tokens_seen": 0,
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| 65 |
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"num_train_epochs": 5,
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"save_steps": 500,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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| 70 |
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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| 73 |
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"should_save": true,
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"should_training_stop": true
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},
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"attributes": {}
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}
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},
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"total_flos": 49293495228288.0,
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| 80 |
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"train_batch_size": 16,
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| 81 |
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"trial_name": null,
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"trial_params": null
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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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oid sha256:c2f57bb1af615bffb83e8813544684b3016f2f0ac0f36ede66238ff8c589dc87
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size 5112
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vocab.txt
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