Commit
•
377771d
1
Parent(s):
a4e18d0
End of training
Browse files- README.md +109 -109
- config.json +1 -1
- generation_config.json +1 -1
- pytorch_model.bin +2 -2
- special_tokens_map.json +7 -1
- tokenizer.json +5 -5
- tokenizer_config.json +5 -6
- training_args.bin +2 -2
README.md
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@@ -13,11 +13,11 @@ should probably proofread and complete it, then remove this comment. -->
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# bart-large-cnn-finetuned-prompt_generation
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This model is a fine-tuned version of [facebook/bart-large-cnn](https://huggingface.co/facebook/bart-large-cnn) on
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It achieves the following results on the evaluation set:
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- Loss:
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- Map: 0.
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- Ndcg@10: 0.
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 3e-07
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- train_batch_size:
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- eval_batch_size:
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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| Training Loss | Epoch | Step | Validation Loss | Map | Ndcg@10 |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
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### Framework versions
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- Transformers 4.34.
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- Pytorch 2.0
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- Datasets 2.14.
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- Tokenizers 0.14.1
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# bart-large-cnn-finetuned-prompt_generation
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This model is a fine-tuned version of [facebook/bart-large-cnn](https://huggingface.co/facebook/bart-large-cnn) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.8294
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- Map: 0.4211
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- Ndcg@10: 0.6088
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 3e-07
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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| Training Loss | Epoch | Step | Validation Loss | Map | Ndcg@10 |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
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| No log | 1.0 | 2 | 3.6607 | 0.3400 | 0.4882 |
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| No log | 2.0 | 4 | 3.6575 | 0.3 | 0.4282 |
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| No log | 3.0 | 6 | 3.6485 | 0.3183 | 0.5016 |
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| No log | 4.0 | 8 | 3.6279 | 0.3183 | 0.4899 |
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| No log | 5.0 | 10 | 3.6199 | 0.3183 | 0.4899 |
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| No log | 6.0 | 12 | 3.6119 | 0.3123 | 0.5016 |
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| No log | 7.0 | 14 | 3.6076 | 0.3323 | 0.5299 |
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| No log | 8.0 | 16 | 3.5413 | 0.3523 | 0.5733 |
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| No log | 9.0 | 18 | 3.5274 | 0.345 | 0.5333 |
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| No log | 10.0 | 20 | 3.5184 | 0.3200 | 0.4816 |
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| No log | 11.0 | 22 | 3.5041 | 0.3200 | 0.5016 |
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| No log | 12.0 | 24 | 3.4935 | 0.3133 | 0.4899 |
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| No log | 13.0 | 26 | 3.4858 | 0.31 | 0.4951 |
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| No log | 14.0 | 28 | 3.4763 | 0.31 | 0.5068 |
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| No log | 15.0 | 30 | 3.3761 | 0.34 | 0.5434 |
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| No log | 16.0 | 32 | 3.3314 | 0.345 | 0.5751 |
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| No log | 17.0 | 34 | 3.3103 | 0.3283 | 0.5468 |
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| No log | 18.0 | 36 | 3.2951 | 0.3233 | 0.5151 |
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| No log | 19.0 | 38 | 3.2811 | 0.3233 | 0.5034 |
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| No log | 20.0 | 40 | 3.2708 | 0.3167 | 0.4834 |
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| No log | 21.0 | 42 | 3.2625 | 0.3233 | 0.4834 |
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| No log | 22.0 | 44 | 3.2471 | 0.3133 | 0.4834 |
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| No log | 23.0 | 46 | 3.2308 | 0.3067 | 0.5034 |
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| No log | 24.0 | 48 | 3.2171 | 0.2867 | 0.4634 |
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| No log | 25.0 | 50 | 3.2068 | 0.2933 | 0.4751 |
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| No log | 26.0 | 52 | 3.1972 | 0.2890 | 0.4803 |
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| No log | 27.0 | 54 | 3.1892 | 0.2757 | 0.4252 |
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| No log | 28.0 | 56 | 3.1812 | 0.2823 | 0.4252 |
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| No log | 29.0 | 58 | 3.1681 | 0.309 | 0.4769 |
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| No log | 30.0 | 60 | 3.1422 | 0.3223 | 0.4969 |
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| No log | 31.0 | 62 | 3.1154 | 0.309 | 0.4769 |
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| No log | 32.0 | 64 | 3.0906 | 0.369 | 0.5539 |
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| No log | 33.0 | 66 | 3.0680 | 0.3850 | 0.5486 |
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| No log | 34.0 | 68 | 3.0476 | 0.3567 | 0.5139 |
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| No log | 35.0 | 70 | 3.0301 | 0.3347 | 0.4909 |
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| No log | 36.0 | 72 | 3.0159 | 0.2861 | 0.4581 |
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| No log | 37.0 | 74 | 3.0040 | 0.2887 | 0.4678 |
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| No log | 38.0 | 76 | 2.9937 | 0.3003 | 0.4374 |
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| No log | 39.0 | 78 | 2.9842 | 0.2723 | 0.3950 |
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| No log | 46.0 | 92 | 2.9416 | 0.325 | 0.5151 |
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| No log | 50.0 | 100 | 2.9228 | 0.3155 | 0.5380 |
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| No log | 78.0 | 156 | 2.8447 | 0.414 | 0.6747 |
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| No log | 79.0 | 158 | 2.8433 | 0.4167 | 0.6673 |
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| No log | 80.0 | 160 | 2.8420 | 0.4457 | 0.6813 |
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| No log | 81.0 | 162 | 2.8409 | 0.4257 | 0.6512 |
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| No log | 82.0 | 164 | 2.8397 | 0.4607 | 0.7073 |
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| No log | 83.0 | 166 | 2.8387 | 0.4257 | 0.6048 |
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| No log | 84.0 | 168 | 2.8377 | 0.4207 | 0.6048 |
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| No log | 85.0 | 170 | 2.8366 | 0.369 | 0.5248 |
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| No log | 86.0 | 172 | 2.8357 | 0.4111 | 0.5971 |
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| No log | 87.0 | 174 | 2.8350 | 0.389 | 0.5448 |
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| No log | 88.0 | 176 | 2.8342 | 0.4028 | 0.5771 |
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| No log | 89.0 | 178 | 2.8334 | 0.374 | 0.5448 |
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| No log | 90.0 | 180 | 2.8328 | 0.374 | 0.5565 |
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| No log | 91.0 | 182 | 2.8321 | 0.4078 | 0.5971 |
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| No log | 92.0 | 184 | 2.8316 | 0.4011 | 0.5888 |
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| No log | 93.0 | 186 | 2.8311 | 0.374 | 0.5565 |
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| No log | 95.0 | 190 | 2.8304 | 0.374 | 0.5565 |
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| No log | 96.0 | 192 | 2.8302 | 0.3911 | 0.5888 |
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| No log | 97.0 | 194 | 2.8300 | 0.3611 | 0.5488 |
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| No log | 98.0 | 196 | 2.8297 | 0.414 | 0.5848 |
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| No log | 99.0 | 198 | 2.8295 | 0.3878 | 0.5888 |
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| No log | 100.0 | 200 | 2.8294 | 0.4211 | 0.6088 |
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### Framework versions
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- Transformers 4.34.1
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- Pytorch 2.1.0+cu118
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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config.json
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.34.
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"use_cache": true,
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"vocab_size": 50264
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}
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.34.1",
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"use_cache": true,
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"vocab_size": 50264
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}
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generation_config.json
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"pad_token_id": 1,
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"transformers_version": "4.34.
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}
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"pad_token_id": 1,
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"transformers_version": "4.34.1"
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}
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:9710c8311c67ba940ec84258793176126d5dcd3bc838091005c7c57e27fd9777
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size 1625537802
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special_tokens_map.json
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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"bos_token": "<s>",
|
| 3 |
"cls_token": "<s>",
|
| 4 |
"eos_token": "</s>",
|
| 5 |
+
"mask_token": {
|
| 6 |
+
"content": "<mask>",
|
| 7 |
+
"lstrip": true,
|
| 8 |
+
"normalized": true,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false
|
| 11 |
+
},
|
| 12 |
"pad_token": "<pad>",
|
| 13 |
"sep_token": "</s>",
|
| 14 |
"unk_token": "<unk>"
|
tokenizer.json
CHANGED
|
@@ -14,7 +14,7 @@
|
|
| 14 |
"single_word": false,
|
| 15 |
"lstrip": false,
|
| 16 |
"rstrip": false,
|
| 17 |
-
"normalized":
|
| 18 |
"special": true
|
| 19 |
},
|
| 20 |
{
|
|
@@ -23,7 +23,7 @@
|
|
| 23 |
"single_word": false,
|
| 24 |
"lstrip": false,
|
| 25 |
"rstrip": false,
|
| 26 |
-
"normalized":
|
| 27 |
"special": true
|
| 28 |
},
|
| 29 |
{
|
|
@@ -32,7 +32,7 @@
|
|
| 32 |
"single_word": false,
|
| 33 |
"lstrip": false,
|
| 34 |
"rstrip": false,
|
| 35 |
-
"normalized":
|
| 36 |
"special": true
|
| 37 |
},
|
| 38 |
{
|
|
@@ -41,7 +41,7 @@
|
|
| 41 |
"single_word": false,
|
| 42 |
"lstrip": false,
|
| 43 |
"rstrip": false,
|
| 44 |
-
"normalized":
|
| 45 |
"special": true
|
| 46 |
},
|
| 47 |
{
|
|
@@ -50,7 +50,7 @@
|
|
| 50 |
"single_word": false,
|
| 51 |
"lstrip": true,
|
| 52 |
"rstrip": false,
|
| 53 |
-
"normalized":
|
| 54 |
"special": true
|
| 55 |
}
|
| 56 |
],
|
|
|
|
| 14 |
"single_word": false,
|
| 15 |
"lstrip": false,
|
| 16 |
"rstrip": false,
|
| 17 |
+
"normalized": true,
|
| 18 |
"special": true
|
| 19 |
},
|
| 20 |
{
|
|
|
|
| 23 |
"single_word": false,
|
| 24 |
"lstrip": false,
|
| 25 |
"rstrip": false,
|
| 26 |
+
"normalized": true,
|
| 27 |
"special": true
|
| 28 |
},
|
| 29 |
{
|
|
|
|
| 32 |
"single_word": false,
|
| 33 |
"lstrip": false,
|
| 34 |
"rstrip": false,
|
| 35 |
+
"normalized": true,
|
| 36 |
"special": true
|
| 37 |
},
|
| 38 |
{
|
|
|
|
| 41 |
"single_word": false,
|
| 42 |
"lstrip": false,
|
| 43 |
"rstrip": false,
|
| 44 |
+
"normalized": true,
|
| 45 |
"special": true
|
| 46 |
},
|
| 47 |
{
|
|
|
|
| 50 |
"single_word": false,
|
| 51 |
"lstrip": true,
|
| 52 |
"rstrip": false,
|
| 53 |
+
"normalized": true,
|
| 54 |
"special": true
|
| 55 |
}
|
| 56 |
],
|
tokenizer_config.json
CHANGED
|
@@ -4,7 +4,7 @@
|
|
| 4 |
"0": {
|
| 5 |
"content": "<s>",
|
| 6 |
"lstrip": false,
|
| 7 |
-
"normalized":
|
| 8 |
"rstrip": false,
|
| 9 |
"single_word": false,
|
| 10 |
"special": true
|
|
@@ -12,7 +12,7 @@
|
|
| 12 |
"1": {
|
| 13 |
"content": "<pad>",
|
| 14 |
"lstrip": false,
|
| 15 |
-
"normalized":
|
| 16 |
"rstrip": false,
|
| 17 |
"single_word": false,
|
| 18 |
"special": true
|
|
@@ -20,7 +20,7 @@
|
|
| 20 |
"2": {
|
| 21 |
"content": "</s>",
|
| 22 |
"lstrip": false,
|
| 23 |
-
"normalized":
|
| 24 |
"rstrip": false,
|
| 25 |
"single_word": false,
|
| 26 |
"special": true
|
|
@@ -28,7 +28,7 @@
|
|
| 28 |
"3": {
|
| 29 |
"content": "<unk>",
|
| 30 |
"lstrip": false,
|
| 31 |
-
"normalized":
|
| 32 |
"rstrip": false,
|
| 33 |
"single_word": false,
|
| 34 |
"special": true
|
|
@@ -36,13 +36,12 @@
|
|
| 36 |
"50264": {
|
| 37 |
"content": "<mask>",
|
| 38 |
"lstrip": true,
|
| 39 |
-
"normalized":
|
| 40 |
"rstrip": false,
|
| 41 |
"single_word": false,
|
| 42 |
"special": true
|
| 43 |
}
|
| 44 |
},
|
| 45 |
-
"additional_special_tokens": [],
|
| 46 |
"bos_token": "<s>",
|
| 47 |
"clean_up_tokenization_spaces": true,
|
| 48 |
"cls_token": "<s>",
|
|
|
|
| 4 |
"0": {
|
| 5 |
"content": "<s>",
|
| 6 |
"lstrip": false,
|
| 7 |
+
"normalized": true,
|
| 8 |
"rstrip": false,
|
| 9 |
"single_word": false,
|
| 10 |
"special": true
|
|
|
|
| 12 |
"1": {
|
| 13 |
"content": "<pad>",
|
| 14 |
"lstrip": false,
|
| 15 |
+
"normalized": true,
|
| 16 |
"rstrip": false,
|
| 17 |
"single_word": false,
|
| 18 |
"special": true
|
|
|
|
| 20 |
"2": {
|
| 21 |
"content": "</s>",
|
| 22 |
"lstrip": false,
|
| 23 |
+
"normalized": true,
|
| 24 |
"rstrip": false,
|
| 25 |
"single_word": false,
|
| 26 |
"special": true
|
|
|
|
| 28 |
"3": {
|
| 29 |
"content": "<unk>",
|
| 30 |
"lstrip": false,
|
| 31 |
+
"normalized": true,
|
| 32 |
"rstrip": false,
|
| 33 |
"single_word": false,
|
| 34 |
"special": true
|
|
|
|
| 36 |
"50264": {
|
| 37 |
"content": "<mask>",
|
| 38 |
"lstrip": true,
|
| 39 |
+
"normalized": true,
|
| 40 |
"rstrip": false,
|
| 41 |
"single_word": false,
|
| 42 |
"special": true
|
| 43 |
}
|
| 44 |
},
|
|
|
|
| 45 |
"bos_token": "<s>",
|
| 46 |
"clean_up_tokenization_spaces": true,
|
| 47 |
"cls_token": "<s>",
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6c1fef4034e9d3b69ddf1ad60d56e567f6dca3e250ba144cd518c34a38b42ec6
|
| 3 |
+
size 4728
|