Commit
·
830e2f5
1
Parent(s):
7c8100f
Add model and its dependencies
Browse files- all_results.json +16 -0
- config.json +27 -0
- eval_results.json +11 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- train_results.json +8 -0
- trainer_state.json +110 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
all_results.json
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{
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"epoch": 5.0,
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"eval_accuracy": 0.9125154588177096,
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"eval_combined_score": 0.8974312649841467,
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"eval_f1": 0.8823470711505838,
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"eval_loss": 0.40157535672187805,
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"eval_runtime": 184.8348,
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"eval_samples": 40430,
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"eval_samples_per_second": 218.736,
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"eval_steps_per_second": 27.343,
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| 11 |
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"train_loss": 0.16454659021579016,
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"train_runtime": 22957.988,
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"train_samples": 363846,
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"train_samples_per_second": 79.242,
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"train_steps_per_second": 2.476
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}
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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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"finetuning_task": "qqp",
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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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"initializer_range": 0.02,
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"intermediate_size": 3072,
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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": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.9.2",
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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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eval_results.json
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{
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"epoch": 5.0,
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"eval_accuracy": 0.9125154588177096,
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"eval_combined_score": 0.8974312649841467,
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"eval_f1": 0.8823470711505838,
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"eval_loss": 0.40157535672187805,
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"eval_runtime": 184.8348,
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"eval_samples": 40430,
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"eval_samples_per_second": 218.736,
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"eval_steps_per_second": 27.343
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:00b41d2d5c14a267a9b11007f6ade1fc740c2b06d73b21c898766648693c890f
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size 438019245
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special_tokens_map.json
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tokenizer.json
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The diff for this file is too large to render.
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tokenizer_config.json
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{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "bert-base-uncased", "tokenizer_class": "BertTokenizer"}
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train_results.json
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{
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"epoch": 5.0,
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"train_loss": 0.16454659021579016,
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"train_runtime": 22957.988,
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"train_samples": 363846,
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"train_samples_per_second": 79.242,
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"train_steps_per_second": 2.476
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}
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trainer_state.json
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{
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"best_metric": 0.9125154588177096,
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"best_model_checkpoint": "./bert-base-uncased/fine_tuned_models/checkpoint-56855",
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"epoch": 5.0,
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"global_step": 56855,
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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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"learning_rate": 1.777760406488177e-05,
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"loss": 0.3331,
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"step": 11371
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.8918872124659906,
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"eval_combined_score": 0.8741442698553219,
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"eval_f1": 0.8564013272446532,
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"eval_loss": 0.25236421823501587,
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"eval_runtime": 183.9392,
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"eval_samples_per_second": 219.801,
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"eval_steps_per_second": 27.476,
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"step": 11371
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},
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{
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"epoch": 2.0,
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"learning_rate": 1.3333203048661326e-05,
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"loss": 0.2043,
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"step": 22742
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.904699480583725,
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"eval_combined_score": 0.8889967855745091,
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"eval_f1": 0.8732940905652932,
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"eval_runtime": 184.4786,
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"eval_samples_per_second": 219.158,
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"eval_steps_per_second": 27.396,
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"step": 22742
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},
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{
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"epoch": 3.0,
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"learning_rate": 8.888802032440885e-06,
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"loss": 0.1327,
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"step": 34113
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.9093742270591145,
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| 53 |
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"eval_f1": 0.8799633075612633,
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"eval_loss": 0.25910505652427673,
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"eval_runtime": 184.7125,
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"eval_samples_per_second": 218.881,
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| 58 |
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"eval_steps_per_second": 27.361,
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| 59 |
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"step": 34113
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},
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{
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"epoch": 4.0,
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"learning_rate": 4.4444010162204425e-06,
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| 64 |
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"loss": 0.0893,
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| 65 |
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"step": 45484
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| 66 |
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},
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{
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"epoch": 4.0,
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| 69 |
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"eval_accuracy": 0.9120702448676725,
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| 70 |
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"eval_combined_score": 0.8976971395660034,
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| 71 |
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"eval_f1": 0.8833240342643344,
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"eval_runtime": 184.8553,
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"eval_samples_per_second": 218.712,
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| 75 |
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"eval_steps_per_second": 27.34,
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| 76 |
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"step": 45484
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},
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{
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"epoch": 5.0,
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"learning_rate": 0.0,
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"loss": 0.0633,
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"step": 56855
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},
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{
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"epoch": 5.0,
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| 86 |
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"eval_accuracy": 0.9125154588177096,
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| 87 |
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"eval_combined_score": 0.8974312649841467,
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| 88 |
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"eval_f1": 0.8823470711505838,
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| 89 |
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"eval_loss": 0.40157535672187805,
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"eval_runtime": 184.919,
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"eval_samples_per_second": 218.636,
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"eval_steps_per_second": 27.331,
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| 93 |
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"step": 56855
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},
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{
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"epoch": 5.0,
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"step": 56855,
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"total_flos": 1.196648813106432e+17,
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"train_loss": 0.16454659021579016,
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"train_runtime": 22957.988,
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| 101 |
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"train_samples_per_second": 79.242,
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"train_steps_per_second": 2.476
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}
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],
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"max_steps": 56855,
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"num_train_epochs": 5,
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"total_flos": 1.196648813106432e+17,
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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 sha256:9cd5fe9e6a8763838afc4e6441b730d774504037647d9be07a897a4a37aff651
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size 2671
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vocab.txt
ADDED
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The diff for this file is too large to render.
See raw diff
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