End of training
Browse files- README.md +94 -0
- config.json +169 -0
- generation_config.json +7 -0
- model.safetensors +3 -0
- runs/Mar06_11-36-48_39a26eb66d2d/events.out.tfevents.1709725009.39a26eb66d2d.252.0 +3 -0
- special_tokens_map.json +23 -0
- tokenizer.json +155 -0
- tokenizer_config.json +42 -0
- training_args.bin +3 -0
README.md
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---
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tags:
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- generated_from_trainer
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model-index:
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- name: calculator_model_test
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# calculator_model_test
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This model is a fine-tuned version of [](https://huggingface.co/) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0162
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.001
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- train_batch_size: 512
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- eval_batch_size: 512
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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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- num_epochs: 40
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 2.7671 | 1.0 | 6 | 2.1243 |
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| 1.8409 | 2.0 | 12 | 1.5234 |
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| 1.3096 | 3.0 | 18 | 1.0612 |
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| 0.9557 | 4.0 | 24 | 0.8622 |
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| 0.8499 | 5.0 | 30 | 0.7836 |
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| 0.7285 | 6.0 | 36 | 0.6873 |
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| 0.6464 | 7.0 | 42 | 0.5698 |
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| 0.5513 | 8.0 | 48 | 0.5230 |
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| 0.4906 | 9.0 | 54 | 0.4933 |
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| 0.4817 | 10.0 | 60 | 0.4228 |
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| 0.388 | 11.0 | 66 | 0.3776 |
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| 0.3697 | 12.0 | 72 | 0.3796 |
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| 0.3994 | 13.0 | 78 | 0.3245 |
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| 0.3127 | 14.0 | 84 | 0.3145 |
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| 0.3215 | 15.0 | 90 | 0.2752 |
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| 0.2758 | 16.0 | 96 | 0.2400 |
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| 0.2507 | 17.0 | 102 | 0.2158 |
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| 0.217 | 18.0 | 108 | 0.2150 |
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| 0.2223 | 19.0 | 114 | 0.1940 |
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| 0.1746 | 20.0 | 120 | 0.1826 |
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| 0.1625 | 21.0 | 126 | 0.1445 |
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| 0.1386 | 22.0 | 132 | 0.1421 |
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| 0.1432 | 23.0 | 138 | 0.1241 |
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| 0.1329 | 24.0 | 144 | 0.1104 |
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| 0.1413 | 25.0 | 150 | 0.0889 |
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| 0.1093 | 26.0 | 156 | 0.0765 |
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| 0.0869 | 27.0 | 162 | 0.0596 |
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| 0.0677 | 28.0 | 168 | 0.0495 |
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| 0.0646 | 29.0 | 174 | 0.0397 |
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| 0.0539 | 30.0 | 180 | 0.0359 |
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| 0.0502 | 31.0 | 186 | 0.0339 |
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| 0.0399 | 32.0 | 192 | 0.0285 |
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| 0.0453 | 33.0 | 198 | 0.0239 |
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| 0.0351 | 34.0 | 204 | 0.0223 |
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| 0.039 | 35.0 | 210 | 0.0199 |
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| 0.0255 | 36.0 | 216 | 0.0195 |
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| 0.0259 | 37.0 | 222 | 0.0177 |
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| 0.0241 | 38.0 | 228 | 0.0168 |
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| 0.0251 | 39.0 | 234 | 0.0163 |
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| 0.0239 | 40.0 | 240 | 0.0162 |
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### Framework versions
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- Transformers 4.38.1
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- Pytorch 2.1.0+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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config.json
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{
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"hidden_dropout_prob": 0.1,
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"hidden_size": 256,
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"0": "LABEL_0",
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}
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generation_config.json
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{
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"_from_model_config": true,
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3 |
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"decoder_start_token_id": 2,
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4 |
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"eos_token_id": 0,
|
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"pad_token_id": 3,
|
6 |
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"transformers_version": "4.38.1"
|
7 |
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}
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model.safetensors
ADDED
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|
1 |
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version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3d8b3effa605654cc97228060a9f386e0549bc6153a1a73b1e30c69d69467952
|
3 |
+
size 31168616
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runs/Mar06_11-36-48_39a26eb66d2d/events.out.tfevents.1709725009.39a26eb66d2d.252.0
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:7ffe36d887c8899890f5995a7be4d0e58488f03167c248cff6c0e43cff80f015
|
3 |
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size 27997
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special_tokens_map.json
ADDED
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{
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2 |
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3 |
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8 |
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},
|
9 |
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"eos_token": {
|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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},
|
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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"rstrip": false,
|
21 |
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"single_word": false
|
22 |
+
}
|
23 |
+
}
|
tokenizer.json
ADDED
@@ -0,0 +1,155 @@
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|
1 |
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{
|
2 |
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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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|
13 |
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|
14 |
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|
15 |
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|
16 |
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"id": 1,
|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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},
|
24 |
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{
|
25 |
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|
26 |
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|
27 |
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|
28 |
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|
29 |
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|
30 |
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"normalized": false,
|
31 |
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"special": true
|
32 |
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},
|
33 |
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{
|
34 |
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"id": 3,
|
35 |
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"content": "[PAD]",
|
36 |
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|
37 |
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|
38 |
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|
39 |
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|
40 |
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|
41 |
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}
|
42 |
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],
|
43 |
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|
44 |
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"pre_tokenizer": {
|
45 |
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"type": "Whitespace"
|
46 |
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},
|
47 |
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"post_processor": {
|
48 |
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"type": "TemplateProcessing",
|
49 |
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"single": [
|
50 |
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{
|
51 |
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"Sequence": {
|
52 |
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"id": "A",
|
53 |
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"type_id": 0
|
54 |
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}
|
55 |
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},
|
56 |
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{
|
57 |
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|
58 |
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|
59 |
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|
60 |
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}
|
61 |
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}
|
62 |
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],
|
63 |
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"pair": [
|
64 |
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{
|
65 |
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"Sequence": {
|
66 |
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|
67 |
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|
68 |
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}
|
69 |
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},
|
70 |
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{
|
71 |
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"Sequence": {
|
72 |
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"id": "B",
|
73 |
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|
74 |
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|
75 |
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|
76 |
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|
77 |
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|
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|
79 |
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|
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|
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|
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|
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"[EOS]"
|
85 |
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]
|
86 |
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}
|
87 |
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}
|
88 |
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},
|
89 |
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"decoder": null,
|
90 |
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"model": {
|
91 |
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"type": "BPE",
|
92 |
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|
93 |
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|
94 |
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"continuing_subword_prefix": null,
|
95 |
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|
96 |
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"fuse_unk": false,
|
97 |
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"byte_fallback": false,
|
98 |
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"vocab": {
|
99 |
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"[EOS]": 0,
|
100 |
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"[UNK]": 1,
|
101 |
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"[CLS]": 2,
|
102 |
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"[PAD]": 3,
|
103 |
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"+": 4,
|
104 |
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"-": 5,
|
105 |
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"0": 6,
|
106 |
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|
107 |
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"2": 8,
|
108 |
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"3": 9,
|
109 |
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"4": 10,
|
110 |
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"5": 11,
|
111 |
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"6": 12,
|
112 |
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"7": 13,
|
113 |
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"8": 14,
|
114 |
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"9": 15,
|
115 |
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"99": 16,
|
116 |
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|
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"98": 18,
|
118 |
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"11": 19,
|
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|
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|
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|
123 |
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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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|
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}
|
155 |
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}
|
tokenizer_config.json
ADDED
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
1 |
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{
|
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"added_tokens_decoder": {
|
3 |
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"0": {
|
4 |
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"content": "[EOS]",
|
5 |
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|
6 |
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|
7 |
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|
8 |
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|
9 |
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"special": true
|
10 |
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},
|
11 |
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|
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|
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|
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|
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|
16 |
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|
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|
18 |
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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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|
26 |
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|
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|
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|
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|
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|
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|
32 |
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|
33 |
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|
34 |
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|
35 |
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|
36 |
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"clean_up_tokenization_spaces": true,
|
37 |
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|
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|
40 |
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"pad_token": "[PAD]",
|
41 |
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"tokenizer_class": "PreTrainedTokenizerFast"
|
42 |
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}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:2927464d0a68791dc1fc35a7ce36cd8aa776a70ecf01c86a319312356a440785
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3 |
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size 5112
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