Upload model
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 +55 -0
- trainer_state.json +81 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "D:\\pyProjects\\viet-ner\\models\\bert-base-multilingual-cased",
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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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"directionality": "bidi",
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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-REPO",
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"10": "I-PER",
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"2": "I-REPO",
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"3": "B-TOPIC",
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"4": "I-TOPIC",
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"5": "B-LANG",
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"6": "I-LANG",
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"7": "B-ORG",
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"8": "I-ORG",
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"9": "B-PER"
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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-LANG": 5,
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"B-ORG": 7,
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"B-PER": 9,
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"B-REPO": 1,
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"B-TOPIC": 3,
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"I-LANG": 6,
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"I-ORG": 8,
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"I-PER": 10,
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"I-REPO": 2,
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"I-TOPIC": 4,
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"O": 0
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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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"pooler_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.46.3",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 119547
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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 sha256:2d4784e43b0175e7e132708cdfd9210964eb8bae16a0c1c3f4326d0f02ff9e31
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size 709108588
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ea317556969584566efb24ccf854e1d0ecfcc7cdaf62e3311c3f82989f814ab3
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size 1418331258
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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:f187b1da1a50ae6f8efe0039fbd3a985915ff5ba053b5fc7c0865e06130c8393
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size 13990
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7165870419b173857f36ac4adadcbdd0400bdbf8c415e90f632824724e45ab2d
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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": false,
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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": "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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"best_model_checkpoint": null,
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"epoch": 4.0,
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"eval_steps": 500,
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"global_step": 16,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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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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"eval_accuracy": 0.8235294117647058,
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"eval_f1": 0.631578947368421,
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"eval_loss": 0.6103839874267578,
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"eval_precision": 0.631578947368421,
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"eval_recall": 0.631578947368421,
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"eval_runtime": 0.46,
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"eval_samples_per_second": 21.739,
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"eval_steps_per_second": 4.348,
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"step": 4
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.8455882352941176,
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"eval_f1": 0.631578947368421,
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"eval_loss": 0.5582832098007202,
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"eval_precision": 0.631578947368421,
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"eval_recall": 0.631578947368421,
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"eval_runtime": 0.4674,
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"eval_samples_per_second": 21.396,
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"eval_steps_per_second": 4.279,
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"step": 8
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.8455882352941176,
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"eval_f1": 0.6486486486486486,
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"eval_loss": 0.5288507342338562,
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"eval_precision": 0.6666666666666666,
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"eval_recall": 0.631578947368421,
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"eval_runtime": 0.5731,
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"eval_samples_per_second": 17.45,
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"eval_steps_per_second": 3.49,
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"step": 12
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.8529411764705882,
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"eval_f1": 0.631578947368421,
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"eval_loss": 0.5156053304672241,
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"eval_precision": 0.631578947368421,
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"eval_recall": 0.631578947368421,
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"eval_runtime": 0.4088,
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"eval_samples_per_second": 24.46,
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"eval_steps_per_second": 4.892,
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"step": 16
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}
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],
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"logging_steps": 500,
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"max_steps": 16,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 4,
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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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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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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": 1193284230852.0,
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"train_batch_size": 8,
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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:af4bec2d65acd8412aea229e653cb1557adc519dbadfc69c5510ab7729bd5a15
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size 5368
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vocab.txt
ADDED
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