uploading files for fine-tuned Bert model
Browse files- config.json +39 -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 +89 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "bert-base-uncased",
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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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"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": "student_on_task",
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"1": "teacher_on_task",
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"2": "high_uptake",
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"3": "focusing_question"
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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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"focusing_question": 3,
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"high_uptake": 2,
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"student_on_task": 0,
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"teacher_on_task": 1
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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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"position_embedding_type": "absolute",
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"problem_type": "multi_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.35.0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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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 sha256:1adcd642425835eb0c6463711a2554929ec5c133a4d19ca4d0da12fde5c4106d
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size 437964800
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f43675f7e8e28ed3a45fe6fb78f9545c9a1ead61647349edc3afed1864301658
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size 876050682
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1feebc3a20c219d04aeb0916072c1a158abaf54c05d1ccdc0df16775280323f9
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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:d59aba001e43be446ffd9e1a59b5c17ef57268be1f140fdbfc377681fa5b94ed
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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": true,
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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": 0.8809034907597536,
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"best_model_checkpoint": "bert-finetuned-sem_eval-english/checkpoint-470",
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"epoch": 4.0,
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"eval_steps": 500,
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"global_step": 940,
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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": 0.5829787234042553,
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"eval_f1_micro": 0.8580645161290322,
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"eval_f1_per_label": [
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0.927461139896373,
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0.9282051282051282,
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0.6093750000000001,
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0.0
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],
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"eval_loss": 0.33245277404785156,
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"eval_runtime": 8.1576,
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"eval_samples_per_second": 28.807,
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"eval_steps_per_second": 3.678,
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"step": 235
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.6127659574468085,
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"eval_f1_micro": 0.8809034907597536,
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"eval_f1_per_label": [
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0.9447236180904522,
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0.9432098765432099,
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0.6805555555555556,
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],
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"eval_loss": 0.3222208321094513,
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"eval_runtime": 7.919,
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"eval_samples_per_second": 29.675,
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"eval_steps_per_second": 3.788,
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"step": 470
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},
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{
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"epoch": 2.13,
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"learning_rate": 1.1489361702127662e-05,
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"loss": 0.3325,
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"step": 500
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.6042553191489362,
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"eval_f1_micro": 0.8737060041407867,
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"eval_f1_per_label": [
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],
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"eval_loss": 0.3258354067802429,
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"eval_runtime": 7.9246,
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"eval_samples_per_second": 29.654,
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"eval_steps_per_second": 3.786,
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"step": 705
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.6042553191489362,
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"eval_f1_micro": 0.8731808731808731,
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"eval_f1_per_label": [
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0.4
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],
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"eval_loss": 0.34061941504478455,
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"eval_runtime": 7.9355,
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"eval_samples_per_second": 29.614,
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"eval_steps_per_second": 3.78,
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"step": 940
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}
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],
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"logging_steps": 500,
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"max_steps": 1175,
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"num_train_epochs": 5,
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"save_steps": 500,
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"total_flos": 1976525740081152.0,
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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 sha256:81931214515a276900cf3d796879fb95136e07b055bdeae3d7a3b272e007bb4a
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size 4600
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vocab.txt
ADDED
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