Upload 10 files
Browse files- config.json +55 -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 +15 -0
- trainer_state.json +58 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "cointegrated/LaBSE-en-ru",
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"architectures": [
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"BertForSequenceClassification"
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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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"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": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5",
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"6": "LABEL_6",
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"7": "LABEL_7",
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"8": "LABEL_8"
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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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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4,
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"LABEL_5": 5,
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"LABEL_6": 6,
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"LABEL_7": 7,
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"LABEL_8": 8
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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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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.27.4",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 55083
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8cb3efcfa51ea530e385bfeb4dbfbc947a2110599ef653a5c677179a32571ab6
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size 1026933893
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:849d7d31f86e53dc73dc5ccb47a955f21133d7eeb09662244d41210ead5f5fa8
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size 14575
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3fd76d6ac181bf694938ae019c90d93ff916ce3033a9a16aa8a4dcdb0dcedca6
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size 627
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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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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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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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"never_split": null,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"special_tokens_map_file": "/root/.cache/huggingface/hub/models--cointegrated--LaBSE-en-ru/snapshots/54c1434596262eb6396e1676f8684bae0abb3be1/special_tokens_map.json",
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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": 3.875968992248062,
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"global_step": 500,
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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": 0.8262548262548263,
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"eval_f1": 0.8262548262548263,
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"eval_loss": 0.6026379466056824,
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"eval_precision": 0.8262548262548263,
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"eval_recall": 0.8262548262548263,
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"eval_runtime": 2.6881,
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"eval_samples_per_second": 96.35,
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"eval_steps_per_second": 12.276,
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"step": 129
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.8455598455598455,
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"eval_f1": 0.8455598455598455,
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"eval_loss": 0.5269076228141785,
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"eval_precision": 0.8455598455598455,
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"eval_recall": 0.8455598455598455,
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"eval_runtime": 2.3725,
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"eval_samples_per_second": 109.17,
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"eval_steps_per_second": 13.91,
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"step": 258
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.8301158301158301,
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"eval_f1": 0.8301158301158301,
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"eval_loss": 0.6534943580627441,
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"eval_precision": 0.8301158301158301,
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"eval_recall": 0.8301158301158301,
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"eval_runtime": 2.3717,
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"eval_samples_per_second": 109.205,
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"eval_steps_per_second": 13.914,
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"step": 387
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},
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{
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"epoch": 3.88,
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"learning_rate": 1.1240310077519382e-05,
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"loss": 0.3772,
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"step": 500
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}
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],
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"max_steps": 645,
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"num_train_epochs": 5,
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"total_flos": 205568431200000.0,
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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 sha256:926088ef521be015408ad72e46b1579f85303d54e6f475546a511f5be1ad2d90
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size 3579
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vocab.txt
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