Upload 10 files
Browse files- config.json +24 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- trainer_state.json +176 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
|
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "C:\\Users\\Administrator\\Desktop\\NLP\\distilbert-question-detector\\checkpoint-5150",
|
| 3 |
+
"activation": "gelu",
|
| 4 |
+
"architectures": [
|
| 5 |
+
"DistilBertForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_dropout": 0.1,
|
| 8 |
+
"dim": 768,
|
| 9 |
+
"dropout": 0.1,
|
| 10 |
+
"hidden_dim": 3072,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"max_position_embeddings": 512,
|
| 13 |
+
"model_type": "distilbert",
|
| 14 |
+
"n_heads": 12,
|
| 15 |
+
"n_layers": 6,
|
| 16 |
+
"pad_token_id": 0,
|
| 17 |
+
"qa_dropout": 0.1,
|
| 18 |
+
"seq_classif_dropout": 0.2,
|
| 19 |
+
"sinusoidal_pos_embds": false,
|
| 20 |
+
"tie_weights_": true,
|
| 21 |
+
"torch_dtype": "float32",
|
| 22 |
+
"transformers_version": "4.49.0",
|
| 23 |
+
"vocab_size": 30522
|
| 24 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e12e07a10e6e39854a917ab909d634b5ae4b8c7ce5cf7bee9f343a47c2e462d0
|
| 3 |
+
size 267832560
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:79c7a0ee0c9b0d89c4232b62978dacbc3671bf684ddbd0756132ed0e55c83c22
|
| 3 |
+
size 535724410
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b8181325e5e95bcf618839dcce24cadeaf5957e14e5842f1d42122506cfd82b5
|
| 3 |
+
size 13990
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:809a9de7163e05e3b8d05343016acfe15f45ee7f402a7dadbf60a94502b7ff96
|
| 3 |
+
size 1064
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": true,
|
| 48 |
+
"extra_special_tokens": {},
|
| 49 |
+
"mask_token": "[MASK]",
|
| 50 |
+
"model_max_length": 512,
|
| 51 |
+
"never_split": null,
|
| 52 |
+
"pad_token": "[PAD]",
|
| 53 |
+
"sep_token": "[SEP]",
|
| 54 |
+
"strip_accents": null,
|
| 55 |
+
"tokenize_chinese_chars": true,
|
| 56 |
+
"tokenizer_class": "DistilBertTokenizer",
|
| 57 |
+
"unk_token": "[UNK]"
|
| 58 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,176 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.02409563586115837,
|
| 3 |
+
"best_model_checkpoint": "./distilbert-question-detector\\checkpoint-3429",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 3429,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.17497812773403323,
|
| 13 |
+
"grad_norm": 0.427781343460083,
|
| 14 |
+
"learning_rate": 4.708369787109945e-05,
|
| 15 |
+
"loss": 0.0255,
|
| 16 |
+
"step": 200
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.34995625546806647,
|
| 20 |
+
"grad_norm": 0.400822252035141,
|
| 21 |
+
"learning_rate": 4.416739574219889e-05,
|
| 22 |
+
"loss": 0.0252,
|
| 23 |
+
"step": 400
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.5249343832020997,
|
| 27 |
+
"grad_norm": 0.5707641243934631,
|
| 28 |
+
"learning_rate": 4.125109361329834e-05,
|
| 29 |
+
"loss": 0.0274,
|
| 30 |
+
"step": 600
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.6999125109361329,
|
| 34 |
+
"grad_norm": 0.3984428346157074,
|
| 35 |
+
"learning_rate": 3.8334791484397786e-05,
|
| 36 |
+
"loss": 0.0258,
|
| 37 |
+
"step": 800
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.8748906386701663,
|
| 41 |
+
"grad_norm": 1.198236107826233,
|
| 42 |
+
"learning_rate": 3.541848935549723e-05,
|
| 43 |
+
"loss": 0.0262,
|
| 44 |
+
"step": 1000
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 1.0,
|
| 48 |
+
"eval_loss": 0.024490611627697945,
|
| 49 |
+
"eval_runtime": 55.9659,
|
| 50 |
+
"eval_samples_per_second": 36.308,
|
| 51 |
+
"eval_steps_per_second": 2.269,
|
| 52 |
+
"step": 1143
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 1.0498687664041995,
|
| 56 |
+
"grad_norm": 0.8012853860855103,
|
| 57 |
+
"learning_rate": 3.2502187226596675e-05,
|
| 58 |
+
"loss": 0.0274,
|
| 59 |
+
"step": 1200
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 1.2248468941382327,
|
| 63 |
+
"grad_norm": 0.4337884187698364,
|
| 64 |
+
"learning_rate": 2.9585885097696126e-05,
|
| 65 |
+
"loss": 0.0183,
|
| 66 |
+
"step": 1400
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 1.399825021872266,
|
| 70 |
+
"grad_norm": 0.5056678652763367,
|
| 71 |
+
"learning_rate": 2.666958296879557e-05,
|
| 72 |
+
"loss": 0.0189,
|
| 73 |
+
"step": 1600
|
| 74 |
+
},
|
| 75 |
+
{
|
| 76 |
+
"epoch": 1.574803149606299,
|
| 77 |
+
"grad_norm": 0.5337983965873718,
|
| 78 |
+
"learning_rate": 2.3753280839895015e-05,
|
| 79 |
+
"loss": 0.0206,
|
| 80 |
+
"step": 1800
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 1.7497812773403325,
|
| 84 |
+
"grad_norm": 0.26040902733802795,
|
| 85 |
+
"learning_rate": 2.083697871099446e-05,
|
| 86 |
+
"loss": 0.0186,
|
| 87 |
+
"step": 2000
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 1.9247594050743657,
|
| 91 |
+
"grad_norm": 0.2849089205265045,
|
| 92 |
+
"learning_rate": 1.7920676582093906e-05,
|
| 93 |
+
"loss": 0.0184,
|
| 94 |
+
"step": 2200
|
| 95 |
+
},
|
| 96 |
+
{
|
| 97 |
+
"epoch": 2.0,
|
| 98 |
+
"eval_loss": 0.024468354880809784,
|
| 99 |
+
"eval_runtime": 59.7745,
|
| 100 |
+
"eval_samples_per_second": 33.994,
|
| 101 |
+
"eval_steps_per_second": 2.125,
|
| 102 |
+
"step": 2286
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 2.099737532808399,
|
| 106 |
+
"grad_norm": 0.21000386774539948,
|
| 107 |
+
"learning_rate": 1.500437445319335e-05,
|
| 108 |
+
"loss": 0.0164,
|
| 109 |
+
"step": 2400
|
| 110 |
+
},
|
| 111 |
+
{
|
| 112 |
+
"epoch": 2.2747156605424323,
|
| 113 |
+
"grad_norm": 0.2694750130176544,
|
| 114 |
+
"learning_rate": 1.2088072324292797e-05,
|
| 115 |
+
"loss": 0.0142,
|
| 116 |
+
"step": 2600
|
| 117 |
+
},
|
| 118 |
+
{
|
| 119 |
+
"epoch": 2.4496937882764653,
|
| 120 |
+
"grad_norm": 0.12494825571775436,
|
| 121 |
+
"learning_rate": 9.171770195392243e-06,
|
| 122 |
+
"loss": 0.0154,
|
| 123 |
+
"step": 2800
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 2.6246719160104988,
|
| 127 |
+
"grad_norm": 0.21705402433872223,
|
| 128 |
+
"learning_rate": 6.255468066491689e-06,
|
| 129 |
+
"loss": 0.0143,
|
| 130 |
+
"step": 3000
|
| 131 |
+
},
|
| 132 |
+
{
|
| 133 |
+
"epoch": 2.799650043744532,
|
| 134 |
+
"grad_norm": 0.2746178209781647,
|
| 135 |
+
"learning_rate": 3.339165937591135e-06,
|
| 136 |
+
"loss": 0.0146,
|
| 137 |
+
"step": 3200
|
| 138 |
+
},
|
| 139 |
+
{
|
| 140 |
+
"epoch": 2.974628171478565,
|
| 141 |
+
"grad_norm": 0.2427779734134674,
|
| 142 |
+
"learning_rate": 4.2286380869058036e-07,
|
| 143 |
+
"loss": 0.0143,
|
| 144 |
+
"step": 3400
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"epoch": 3.0,
|
| 148 |
+
"eval_loss": 0.02409563586115837,
|
| 149 |
+
"eval_runtime": 62.7666,
|
| 150 |
+
"eval_samples_per_second": 32.374,
|
| 151 |
+
"eval_steps_per_second": 2.023,
|
| 152 |
+
"step": 3429
|
| 153 |
+
}
|
| 154 |
+
],
|
| 155 |
+
"logging_steps": 200,
|
| 156 |
+
"max_steps": 3429,
|
| 157 |
+
"num_input_tokens_seen": 0,
|
| 158 |
+
"num_train_epochs": 3,
|
| 159 |
+
"save_steps": 1000,
|
| 160 |
+
"stateful_callbacks": {
|
| 161 |
+
"TrainerControl": {
|
| 162 |
+
"args": {
|
| 163 |
+
"should_epoch_stop": false,
|
| 164 |
+
"should_evaluate": false,
|
| 165 |
+
"should_log": false,
|
| 166 |
+
"should_save": true,
|
| 167 |
+
"should_training_stop": true
|
| 168 |
+
},
|
| 169 |
+
"attributes": {}
|
| 170 |
+
}
|
| 171 |
+
},
|
| 172 |
+
"total_flos": 1816525437769728.0,
|
| 173 |
+
"train_batch_size": 16,
|
| 174 |
+
"trial_name": null,
|
| 175 |
+
"trial_params": null
|
| 176 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b5d3ae508f97ae7f5d0dbd0e18eb837936d9dd184c9249ff22a8f7745f1d1914
|
| 3 |
+
size 5304
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|