Commit
·
777b72a
1
Parent(s):
cd313a4
Add model and its dependencies
Browse files- all_results.json +16 -0
- config.json +30 -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": 0.9188473905515706,
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"eval_combined_score": 0.9056068137352545,
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"eval_f1": 0.8923662369189385,
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"eval_loss": 0.28572341799736023,
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"eval_runtime": 106.1575,
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"eval_samples": 40430,
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"eval_samples_per_second": 380.849,
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"eval_steps_per_second": 47.608,
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"train_loss": 0.15987268853298686,
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"train_runtime": 12793.2495,
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"train_samples": 363846,
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"train_samples_per_second": 142.202,
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"train_steps_per_second": 4.444
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}
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config.json
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{
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"_name_or_path": "google/electra-base-discriminator",
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"architectures": [
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"ElectraForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"embedding_size": 768,
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"finetuning_task": "qqp",
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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": "electra",
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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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"summary_activation": "gelu",
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"summary_last_dropout": 0.1,
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"summary_type": "first",
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"summary_use_proj": true,
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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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"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": 0.9188473905515706,
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"eval_combined_score": 0.9056068137352545,
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"eval_f1": 0.8923662369189385,
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"eval_loss": 0.28572341799736023,
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"eval_runtime": 106.1575,
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"eval_samples": 40430,
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"eval_samples_per_second": 380.849,
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"eval_steps_per_second": 47.608
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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:d0d8edd020e203d437ffb5d32e9d310f5fb025cd7a5179d3af62008447297ad2
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size 438020461
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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": "google/electra-base-discriminator", "tokenizer_class": "ElectraTokenizer"}
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train_results.json
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{
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"epoch": 5.0,
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"train_loss": 0.15987268853298686,
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"train_runtime": 12793.2495,
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"train_samples": 363846,
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"train_samples_per_second": 142.202,
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"train_steps_per_second": 4.444
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}
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trainer_state.json
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{
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"best_metric": 0.9188473905515706,
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"best_model_checkpoint": "./electra_base/fine_tuned_models/checkpoint-45484",
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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": 1.7777951494068674e-05,
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"loss": 0.3054,
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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": 0.8995053178332921,
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"eval_combined_score": 0.8833962976558263,
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"eval_f1": 0.8672872774783603,
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"eval_loss": 0.24050618708133698,
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"eval_runtime": 105.4406,
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"eval_samples_per_second": 383.439,
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"eval_steps_per_second": 47.932,
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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": 1.3333463620551508e-05,
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"loss": 0.1954,
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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": 0.9108830076675736,
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"eval_combined_score": 0.8961367666971374,
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"eval_f1": 0.8813905257267011,
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"eval_loss": 0.2286880910396576,
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"eval_runtime": 105.6387,
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"eval_samples_per_second": 382.719,
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"eval_steps_per_second": 47.842,
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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": 8.888975747034337e-06,
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| 47 |
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"loss": 0.1352,
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| 48 |
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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": 0.9167449913430621,
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| 53 |
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"eval_combined_score": 0.9026513991280268,
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| 54 |
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"eval_f1": 0.8885578069129916,
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| 55 |
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"eval_loss": 0.24150748550891876,
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| 56 |
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"eval_runtime": 105.8149,
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| 57 |
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"eval_samples_per_second": 382.082,
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| 58 |
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"eval_steps_per_second": 47.763,
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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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| 63 |
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"learning_rate": 4.444487873517169e-06,
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| 64 |
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"loss": 0.0951,
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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": 0.9188473905515706,
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| 70 |
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"eval_combined_score": 0.9056068137352545,
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| 71 |
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"eval_f1": 0.8923662369189385,
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| 72 |
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"eval_loss": 0.28572341799736023,
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"eval_runtime": 105.8656,
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| 74 |
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"eval_samples_per_second": 381.899,
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"eval_steps_per_second": 47.74,
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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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| 81 |
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"loss": 0.0683,
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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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"eval_accuracy": 0.9186247835765521,
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| 87 |
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"eval_combined_score": 0.9049286308784639,
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| 88 |
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"eval_f1": 0.8912324781803755,
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| 89 |
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"eval_loss": 0.3560551106929779,
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"eval_runtime": 106.1987,
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| 91 |
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"eval_samples_per_second": 380.701,
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"eval_steps_per_second": 47.59,
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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": 5.98324406553216e+16,
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"train_loss": 0.15987268853298686,
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"train_runtime": 12793.2495,
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| 101 |
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"train_samples_per_second": 142.202,
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"train_steps_per_second": 4.444
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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": 5.98324406553216e+16,
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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 sha256:676b65ea22b9c8176b9809165fdb0a6392aedbd025592896ed36dbc2cf7da099
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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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