init commit
Browse files- config.json +49 -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 +56 -0
- trainer_state.json +183 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
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{
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"_name_or_path": "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-PER",
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"2": "I-PER",
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"3": "B-ORG",
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"4": "I-ORG",
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"5": "B-LOC",
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"6": "I-LOC"
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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": 5,
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"B-ORG": 3,
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"B-PER": 1,
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"I-LOC": 6,
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"I-ORG": 4,
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"I-PER": 2,
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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": "4.40.2",
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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 sha256:9fdcd4f0f1209395fde7739420c0a1347a36d5348fdd027a046f7cd93258aea6
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size 709096284
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:41fe982724cd3de1137111a0bd53c358162c492f42716dc6f9a17eb91d02159c
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size 1418312250
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:9cf20707cfe44b9a2276c69f13c12e7734e37012f02f270f239bb9bfd5745003
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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 sha256:977b16ce1d671299321ed5cdc5925bcc339f51b69ce7fef2d33400b154276801
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size 1064
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special_tokens_map.json
ADDED
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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
ADDED
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
ADDED
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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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"num_labels": 7,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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| 52 |
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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
ADDED
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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| 4 |
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"epoch": 10.0,
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| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 6250,
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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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{
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"epoch": 1.0,
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| 13 |
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"eval_accuracy": 0.9648939348670451,
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| 14 |
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"eval_f1": 0.8973252804141502,
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| 15 |
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"eval_loss": 0.189955934882164,
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"eval_precision": 0.8587943848059455,
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| 17 |
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"eval_recall": 0.9394760614272809,
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| 18 |
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"eval_runtime": 2.5262,
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| 19 |
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"eval_samples_per_second": 395.851,
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| 20 |
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"eval_steps_per_second": 24.939,
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| 21 |
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"step": 625
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},
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{
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| 24 |
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"epoch": 1.6,
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| 25 |
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"grad_norm": 5.951064109802246,
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"learning_rate": 1.6800000000000002e-05,
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| 27 |
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"loss": 0.0567,
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| 28 |
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"step": 1000
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| 29 |
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},
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| 30 |
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{
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| 31 |
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"epoch": 2.0,
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| 32 |
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"eval_accuracy": 0.97169106662683,
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| 33 |
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"eval_f1": 0.9429726088908846,
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"eval_loss": 0.1852019727230072,
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"eval_precision": 0.9375,
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| 36 |
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"eval_recall": 0.948509485094851,
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| 37 |
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"eval_runtime": 2.561,
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| 38 |
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"eval_samples_per_second": 390.465,
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| 39 |
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"eval_steps_per_second": 24.599,
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| 40 |
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"step": 1250
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| 41 |
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},
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| 42 |
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{
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| 43 |
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"epoch": 3.0,
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| 44 |
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"eval_loss": 0.17272309958934784,
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"eval_precision": 0.9473684210526315,
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"step": 1875
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| 53 |
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},
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| 54 |
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{
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| 55 |
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},
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{
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"epoch": 4.0,
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| 72 |
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},
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| 73 |
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{
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"loss": 0.0318,
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"step": 3000
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| 79 |
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},
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| 80 |
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{
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"epoch": 5.0,
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| 91 |
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},
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{
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training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:4f1b754cd60aa361668b15b13955195a067f3076165ef6deae96d79c0a157511
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| 3 |
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size 4984
|
vocab.txt
ADDED
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