Commit ·
6b70868
1
Parent(s): 9cb6838
Added files
Browse files- results.txt +85 -0
- train_0/best_model/config.json +40 -0
- train_0/best_model/pytorch_model.bin +3 -0
- train_0/best_model/special_tokens_map.json +1 -0
- train_0/best_model/tokenizer_config.json +1 -0
- train_0/best_model/training_args.bin +3 -0
- train_0/best_model/vocab.txt +0 -0
- train_1/best_model/config.json +40 -0
- train_1/best_model/pytorch_model.bin +3 -0
- train_1/best_model/special_tokens_map.json +1 -0
- train_1/best_model/tokenizer_config.json +1 -0
- train_1/best_model/training_args.bin +3 -0
- train_1/best_model/vocab.txt +0 -0
- train_2/best_model/config.json +40 -0
- train_2/best_model/pytorch_model.bin +3 -0
- train_2/best_model/special_tokens_map.json +1 -0
- train_2/best_model/tokenizer_config.json +1 -0
- train_2/best_model/training_args.bin +3 -0
- train_2/best_model/vocab.txt +0 -0
- train_3/best_model/config.json +40 -0
- train_3/best_model/pytorch_model.bin +3 -0
- train_3/best_model/special_tokens_map.json +1 -0
- train_3/best_model/tokenizer_config.json +1 -0
- train_3/best_model/training_args.bin +3 -0
- train_3/best_model/vocab.txt +0 -0
- train_4/best_model/config.json +40 -0
- train_4/best_model/pytorch_model.bin +3 -0
- train_4/best_model/special_tokens_map.json +1 -0
- train_4/best_model/tokenizer_config.json +1 -0
- train_4/best_model/training_args.bin +3 -0
- train_4/best_model/vocab.txt +0 -0
results.txt
ADDED
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+
[{'epoch': 2.0,
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'eval_accuracy': 0.8541818181818182,
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'eval_average_recall': 0.8174534468293609,
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'eval_loss': 0.41029417514801025,
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'eval_macro_f1': 0.8105876339953134,
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'eval_macro_f1_neg': 0.7162350320245057,
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'eval_macro_f1_pos': 0.8200455580865603,
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'eval_macro_f1_pos_neg': 0.7681402950555329,
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| 9 |
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'eval_mem_cpu_alloc_delta': 0,
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'eval_mem_cpu_peaked_delta': 0,
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| 11 |
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'eval_mem_gpu_alloc_delta': -33792,
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| 12 |
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'eval_mem_gpu_peaked_delta': 428268032,
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| 13 |
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'eval_rec_neg': 0.730266893810335,
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| 14 |
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'eval_rec_neu': 0.8877944895514441,
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| 15 |
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'eval_rec_pos': 0.8342989571263036,
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| 16 |
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'eval_runtime': 11.1078,
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| 17 |
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'eval_samples_per_second': 990.296},
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{'epoch': 2.0,
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'eval_accuracy': 0.8588181818181818,
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| 20 |
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'eval_average_recall': 0.8303252727460229,
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'eval_loss': 0.37830352783203125,
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| 22 |
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'eval_macro_f1': 0.8191978553141525,
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| 23 |
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'eval_macro_f1_neg': 0.7366666666666668,
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| 24 |
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'eval_macro_f1_pos': 0.8233062330623308,
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| 25 |
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'eval_macro_f1_pos_neg': 0.7799864498644988,
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| 26 |
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'eval_mem_cpu_alloc_delta': 0,
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| 27 |
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'eval_mem_cpu_peaked_delta': 0,
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'eval_mem_gpu_alloc_delta': -33792,
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| 29 |
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'eval_mem_gpu_peaked_delta': 453289472,
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| 30 |
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'eval_rec_neg': 0.7616312464101092,
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| 31 |
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'eval_rec_neu': 0.8849865951742627,
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| 32 |
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'eval_rec_pos': 0.8443579766536965,
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| 33 |
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'eval_runtime': 11.1006,
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| 34 |
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'eval_samples_per_second': 990.941},
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{'epoch': 2.0,
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| 36 |
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'eval_accuracy': 0.8621818181818182,
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| 37 |
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'eval_average_recall': 0.8242145953756737,
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| 38 |
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'eval_loss': 0.37589043378829956,
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| 39 |
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'eval_macro_f1': 0.8224607410381614,
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| 40 |
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'eval_macro_f1_neg': 0.7434672660859792,
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| 41 |
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'eval_macro_f1_pos': 0.8238542241855328,
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| 42 |
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'eval_macro_f1_pos_neg': 0.783660745135756,
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| 43 |
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'eval_mem_cpu_alloc_delta': 270336,
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| 44 |
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'eval_mem_cpu_peaked_delta': 0,
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| 45 |
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'eval_mem_gpu_alloc_delta': 0,
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| 46 |
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'eval_mem_gpu_peaked_delta': 428292608,
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| 47 |
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'eval_rec_neg': 0.7466139954853274,
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| 48 |
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'eval_rec_neu': 0.8980608672232696,
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| 49 |
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'eval_rec_pos': 0.827968923418424,
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| 50 |
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'eval_runtime': 11.0974,
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| 51 |
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'eval_samples_per_second': 991.221},
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| 52 |
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{'epoch': 2.0,
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| 53 |
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'eval_accuracy': 0.8502727272727273,
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| 54 |
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'eval_average_recall': 0.8254777783488995,
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| 55 |
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'eval_loss': 0.3594415485858917,
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| 56 |
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'eval_macro_f1': 0.8093425461714047,
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| 57 |
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'eval_macro_f1_neg': 0.7389756231169543,
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| 58 |
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'eval_macro_f1_pos': 0.7979359043997826,
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| 59 |
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'eval_macro_f1_pos_neg': 0.7684557637583684,
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| 60 |
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'eval_mem_cpu_alloc_delta': 0,
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| 61 |
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'eval_mem_cpu_peaked_delta': 0,
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| 62 |
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'eval_mem_gpu_alloc_delta': -33792,
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| 63 |
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'eval_mem_gpu_peaked_delta': 277316096,
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| 64 |
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'eval_rec_neg': 0.7612866817155757,
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| 65 |
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'eval_rec_neu': 0.8733128424428706,
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| 66 |
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'eval_rec_pos': 0.8418338108882522,
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| 67 |
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'eval_runtime': 11.1122,
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| 68 |
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'eval_samples_per_second': 989.902},
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| 69 |
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{'epoch': 2.0,
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| 70 |
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'eval_accuracy': 0.8570909090909091,
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| 71 |
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'eval_average_recall': 0.8261770590388532,
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| 72 |
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'eval_loss': 0.37819385528564453,
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| 73 |
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'eval_macro_f1': 0.8157430943820648,
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| 74 |
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'eval_macro_f1_neg': 0.73,
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| 75 |
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'eval_macro_f1_pos': 0.8200330214639516,
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| 76 |
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'eval_macro_f1_pos_neg': 0.7750165107319757,
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| 77 |
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'eval_mem_cpu_alloc_delta': -7553024,
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| 78 |
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'eval_mem_cpu_peaked_delta': 7553024,
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| 79 |
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'eval_mem_gpu_alloc_delta': 0,
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| 80 |
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'eval_mem_gpu_peaked_delta': 327420416,
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| 81 |
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'eval_rec_neg': 0.7406989853438557,
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| 82 |
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'eval_rec_neu': 0.8859168115554367,
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| 83 |
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'eval_rec_pos': 0.851915380217267,
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| 84 |
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'eval_runtime': 11.0775,
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| 85 |
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'eval_samples_per_second': 993.008}]
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train_0/best_model/config.json
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{
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"_name_or_path": "./train_0/checkpoint-2750",
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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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"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": "Positive",
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"1": "Neutral",
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"2": "Negative"
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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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"Negative": 2,
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"Neutral": 1,
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"Positive": 0
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},
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"layer_norm_eps": 1e-12,
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| 25 |
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"max_position_embeddings": 512,
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| 26 |
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"model_type": "bert",
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| 27 |
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"num_attention_heads": 12,
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| 28 |
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"num_hidden_layers": 12,
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| 29 |
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"pad_token_id": 0,
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| 30 |
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"pooler_fc_size": 768,
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| 31 |
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"pooler_num_attention_heads": 12,
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| 32 |
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"pooler_num_fc_layers": 3,
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| 33 |
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"pooler_size_per_head": 128,
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| 34 |
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"pooler_type": "first_token_transform",
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| 35 |
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"position_embedding_type": "absolute",
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| 36 |
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"transformers_version": "4.5.0",
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| 37 |
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"type_vocab_size": 2,
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| 38 |
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"use_cache": true,
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| 39 |
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"vocab_size": 100000
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| 40 |
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}
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train_0/best_model/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:0efbf3abb14ce2ab8a4b78c3eab9dc9db1adca819cb8038e6c3d759ecd766aa6
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size 651463945
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train_0/best_model/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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train_0/best_model/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, "do_basic_tokenize": true, "never_split": null, "special_tokens_map_file": null, "name_or_path": "researchaccount/continue_mlm"}
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train_0/best_model/training_args.bin
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:b820b80f7c4ee598fb3e763db777e26e739afa329b5b4ec0267cea6eda0f17d5
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| 3 |
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size 2351
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train_0/best_model/vocab.txt
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The diff for this file is too large to render.
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train_1/best_model/config.json
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{
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"_name_or_path": "./train_1/checkpoint-2750",
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+
"architectures": [
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| 4 |
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"BertForSequenceClassification"
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| 5 |
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],
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| 6 |
+
"attention_probs_dropout_prob": 0.1,
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| 7 |
+
"directionality": "bidi",
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| 8 |
+
"gradient_checkpointing": false,
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| 9 |
+
"hidden_act": "gelu",
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| 10 |
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"hidden_dropout_prob": 0.1,
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| 11 |
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"hidden_size": 768,
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| 12 |
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"id2label": {
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| 13 |
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"0": "Positive",
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| 14 |
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"1": "Neutral",
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| 15 |
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"2": "Negative"
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| 16 |
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},
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| 17 |
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"initializer_range": 0.02,
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| 18 |
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"intermediate_size": 3072,
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| 19 |
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"label2id": {
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| 20 |
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"Negative": 2,
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| 21 |
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"Neutral": 1,
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| 22 |
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"Positive": 0
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| 23 |
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},
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| 24 |
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"layer_norm_eps": 1e-12,
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| 25 |
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"max_position_embeddings": 512,
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| 26 |
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"model_type": "bert",
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| 27 |
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"num_attention_heads": 12,
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| 28 |
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"num_hidden_layers": 12,
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| 29 |
+
"pad_token_id": 0,
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| 30 |
+
"pooler_fc_size": 768,
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| 31 |
+
"pooler_num_attention_heads": 12,
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| 32 |
+
"pooler_num_fc_layers": 3,
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| 33 |
+
"pooler_size_per_head": 128,
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| 34 |
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"pooler_type": "first_token_transform",
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| 35 |
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"position_embedding_type": "absolute",
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| 36 |
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"transformers_version": "4.5.0",
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| 37 |
+
"type_vocab_size": 2,
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| 38 |
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"use_cache": true,
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| 39 |
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"vocab_size": 100000
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| 40 |
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}
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train_1/best_model/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:1d1d2e4bf23289744b409cf0cb219491534a01ee1ef653fb8e66291c8b826292
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| 3 |
+
size 651463945
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train_1/best_model/special_tokens_map.json
ADDED
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@@ -0,0 +1 @@
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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train_1/best_model/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, "do_basic_tokenize": true, "never_split": null, "special_tokens_map_file": null, "name_or_path": "researchaccount/continue_mlm"}
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train_1/best_model/training_args.bin
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+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:e6a098288da037f20371e675e0cdb787d77dee7306d6dc86fd48237407c35137
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| 3 |
+
size 2351
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train_1/best_model/vocab.txt
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The diff for this file is too large to render.
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train_2/best_model/config.json
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "./train_2/checkpoint-2750",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
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|
| 7 |
+
"directionality": "bidi",
|
| 8 |
+
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|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "Positive",
|
| 14 |
+
"1": "Neutral",
|
| 15 |
+
"2": "Negative"
|
| 16 |
+
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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"Negative": 2,
|
| 21 |
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"Neutral": 1,
|
| 22 |
+
"Positive": 0
|
| 23 |
+
},
|
| 24 |
+
"layer_norm_eps": 1e-12,
|
| 25 |
+
"max_position_embeddings": 512,
|
| 26 |
+
"model_type": "bert",
|
| 27 |
+
"num_attention_heads": 12,
|
| 28 |
+
"num_hidden_layers": 12,
|
| 29 |
+
"pad_token_id": 0,
|
| 30 |
+
"pooler_fc_size": 768,
|
| 31 |
+
"pooler_num_attention_heads": 12,
|
| 32 |
+
"pooler_num_fc_layers": 3,
|
| 33 |
+
"pooler_size_per_head": 128,
|
| 34 |
+
"pooler_type": "first_token_transform",
|
| 35 |
+
"position_embedding_type": "absolute",
|
| 36 |
+
"transformers_version": "4.5.0",
|
| 37 |
+
"type_vocab_size": 2,
|
| 38 |
+
"use_cache": true,
|
| 39 |
+
"vocab_size": 100000
|
| 40 |
+
}
|
train_2/best_model/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:ef2da474c196e5a609c78ee35a0ad1b170eb6a95e506a8d29adebf5f485d70f2
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| 3 |
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size 651463945
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train_2/best_model/special_tokens_map.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
|
train_2/best_model/tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"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, "do_basic_tokenize": true, "never_split": null, "special_tokens_map_file": null, "name_or_path": "researchaccount/continue_mlm"}
|
train_2/best_model/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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| 3 |
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size 2351
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train_2/best_model/vocab.txt
ADDED
|
The diff for this file is too large to render.
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|
|
train_3/best_model/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "./train_3/checkpoint-1375",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"directionality": "bidi",
|
| 8 |
+
"gradient_checkpointing": false,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "Positive",
|
| 14 |
+
"1": "Neutral",
|
| 15 |
+
"2": "Negative"
|
| 16 |
+
},
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"intermediate_size": 3072,
|
| 19 |
+
"label2id": {
|
| 20 |
+
"Negative": 2,
|
| 21 |
+
"Neutral": 1,
|
| 22 |
+
"Positive": 0
|
| 23 |
+
},
|
| 24 |
+
"layer_norm_eps": 1e-12,
|
| 25 |
+
"max_position_embeddings": 512,
|
| 26 |
+
"model_type": "bert",
|
| 27 |
+
"num_attention_heads": 12,
|
| 28 |
+
"num_hidden_layers": 12,
|
| 29 |
+
"pad_token_id": 0,
|
| 30 |
+
"pooler_fc_size": 768,
|
| 31 |
+
"pooler_num_attention_heads": 12,
|
| 32 |
+
"pooler_num_fc_layers": 3,
|
| 33 |
+
"pooler_size_per_head": 128,
|
| 34 |
+
"pooler_type": "first_token_transform",
|
| 35 |
+
"position_embedding_type": "absolute",
|
| 36 |
+
"transformers_version": "4.5.0",
|
| 37 |
+
"type_vocab_size": 2,
|
| 38 |
+
"use_cache": true,
|
| 39 |
+
"vocab_size": 100000
|
| 40 |
+
}
|
train_3/best_model/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 3 |
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size 651463945
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train_3/best_model/special_tokens_map.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
|
train_3/best_model/tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"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, "do_basic_tokenize": true, "never_split": null, "special_tokens_map_file": null, "name_or_path": "researchaccount/continue_mlm"}
|
train_3/best_model/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 2351
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train_3/best_model/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
train_4/best_model/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "./train_4/checkpoint-2750",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"directionality": "bidi",
|
| 8 |
+
"gradient_checkpointing": false,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "Positive",
|
| 14 |
+
"1": "Neutral",
|
| 15 |
+
"2": "Negative"
|
| 16 |
+
},
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"intermediate_size": 3072,
|
| 19 |
+
"label2id": {
|
| 20 |
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"Negative": 2,
|
| 21 |
+
"Neutral": 1,
|
| 22 |
+
"Positive": 0
|
| 23 |
+
},
|
| 24 |
+
"layer_norm_eps": 1e-12,
|
| 25 |
+
"max_position_embeddings": 512,
|
| 26 |
+
"model_type": "bert",
|
| 27 |
+
"num_attention_heads": 12,
|
| 28 |
+
"num_hidden_layers": 12,
|
| 29 |
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"pad_token_id": 0,
|
| 30 |
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|
| 31 |
+
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|
| 32 |
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"pooler_num_fc_layers": 3,
|
| 33 |
+
"pooler_size_per_head": 128,
|
| 34 |
+
"pooler_type": "first_token_transform",
|
| 35 |
+
"position_embedding_type": "absolute",
|
| 36 |
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"transformers_version": "4.5.0",
|
| 37 |
+
"type_vocab_size": 2,
|
| 38 |
+
"use_cache": true,
|
| 39 |
+
"vocab_size": 100000
|
| 40 |
+
}
|
train_4/best_model/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:029c59cbe0678bde6a1776d67a2bd4733c566378d0dec5dd852ee4f925d737c0
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| 3 |
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size 651463945
|
train_4/best_model/special_tokens_map.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
|
train_4/best_model/tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"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, "do_basic_tokenize": true, "never_split": null, "special_tokens_map_file": null, "name_or_path": "researchaccount/continue_mlm"}
|
train_4/best_model/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 3 |
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size 2351
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train_4/best_model/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|