End of training
Browse files- README.md +110 -0
- added_tokens.json +102 -0
- config.json +37 -0
- generation_config.json +10 -0
- model.safetensors +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +109 -0
- tokenizer_config.json +951 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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---
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license: mit
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base_model: facebook/m2m100_1.2B
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tags:
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- generated_from_trainer
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metrics:
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- bleu
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model-index:
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- name: cs_m2m_0.01_50_v0.2
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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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# cs_m2m_0.01_50_v0.2
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This model is a fine-tuned version of [facebook/m2m100_1.2B](https://huggingface.co/facebook/m2m100_1.2B) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 6.9335
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- Bleu: 0.0
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- Gen Len: 5.0
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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: 0.01
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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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- num_epochs: 50
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
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| 16.8785 | 1.0 | 6 | 18.9290 | 0.0 | 200.0 |
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| 14.9532 | 2.0 | 12 | 16.0041 | 0.0 | 2.0 |
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| 9.473 | 3.0 | 18 | 11.4783 | 0.0 | 200.0 |
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| 9.3819 | 4.0 | 24 | 11.3159 | 0.0 | 200.0 |
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| 8.2604 | 5.0 | 30 | 10.0462 | 0.0 | 2.0 |
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| 7.2006 | 6.0 | 36 | 9.0670 | 0.1706 | 6.0 |
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| 7.1892 | 7.0 | 42 | 8.6881 | 0.0 | 200.0 |
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| 5.8213 | 8.0 | 48 | 8.4889 | 0.0 | 6.0 |
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| 6.088 | 9.0 | 54 | 8.1473 | 0.0 | 2.0 |
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| 5.4934 | 10.0 | 60 | 7.8530 | 0.0 | 6.0 |
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| 5.3899 | 11.0 | 66 | 7.6030 | 0.0 | 3.0 |
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| 5.755 | 12.0 | 72 | 7.2990 | 0.0 | 3.0 |
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| 5.902 | 13.0 | 78 | 7.1387 | 0.0 | 6.0 |
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| 5.1716 | 14.0 | 84 | 7.3531 | 0.0 | 3.0 |
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| 5.384 | 15.0 | 90 | 7.4897 | 0.0 | 3.0 |
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| 5.772 | 16.0 | 96 | 7.3353 | 0.0 | 3.0 |
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| 6.0137 | 17.0 | 102 | 7.2840 | 0.0 | 6.0 |
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| 5.3564 | 18.0 | 108 | 7.2226 | 0.0 | 4.0 |
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| 4.6533 | 19.0 | 114 | 6.9603 | 0.0 | 3.0 |
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| 5.2785 | 20.0 | 120 | 7.1881 | 0.0 | 4.0 |
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| 6.822 | 21.0 | 126 | 7.1262 | 0.0 | 4.0 |
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| 5.027 | 22.0 | 132 | 7.5066 | 0.0 | 200.0 |
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| 5.2595 | 23.0 | 138 | 7.0461 | 0.0 | 4.0 |
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| 5.7311 | 24.0 | 144 | 7.5675 | 0.0 | 200.0 |
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| 5.19 | 25.0 | 150 | 6.9761 | 0.0 | 4.0 |
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| 5.4136 | 26.0 | 156 | 7.0165 | 0.0 | 6.0 |
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| 5.3953 | 27.0 | 162 | 7.0036 | 0.0 | 5.0 |
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| 5.1609 | 28.0 | 168 | 7.2334 | 0.0 | 200.0 |
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| 4.1589 | 29.0 | 174 | 6.8345 | 0.0 | 3.0 |
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| 6.129 | 30.0 | 180 | 7.0334 | 0.0 | 4.0 |
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| 3.9707 | 31.0 | 186 | 6.8262 | 0.0 | 4.0 |
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| 4.851 | 32.0 | 192 | 6.7521 | 0.0 | 4.0 |
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| 4.8473 | 33.0 | 198 | 6.8321 | 0.0 | 4.0 |
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| 4.6168 | 34.0 | 204 | 6.8539 | 0.0 | 4.0 |
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| 4.304 | 35.0 | 210 | 6.9346 | 0.0 | 4.0 |
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| 5.0315 | 36.0 | 216 | 7.0995 | 0.0 | 132.0 |
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| 4.5656 | 37.0 | 222 | 6.9738 | 0.0 | 4.0 |
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| 4.3283 | 38.0 | 228 | 6.8871 | 0.0 | 4.0 |
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| 4.8156 | 39.0 | 234 | 6.9938 | 0.0 | 4.0 |
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| 4.6101 | 40.0 | 240 | 7.0034 | 0.0 | 5.0 |
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| 5.1564 | 41.0 | 246 | 6.9462 | 0.0 | 5.0 |
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| 4.432 | 42.0 | 252 | 7.0158 | 0.0 | 4.0 |
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| 5.0996 | 43.0 | 258 | 7.0378 | 0.0 | 5.0 |
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| 4.3684 | 44.0 | 264 | 6.9261 | 0.0 | 5.0 |
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| 5.2601 | 45.0 | 270 | 6.9520 | 0.0169 | 200.0 |
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| 4.4939 | 46.0 | 276 | 6.9559 | 0.0 | 5.0 |
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| 4.7493 | 47.0 | 282 | 6.9144 | 0.0 | 5.0 |
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| 4.615 | 48.0 | 288 | 6.9272 | 0.0 | 5.0 |
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| 5.5171 | 49.0 | 294 | 6.9316 | 0.0 | 5.0 |
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| 5.077 | 50.0 | 300 | 6.9335 | 0.0 | 5.0 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 1.13.1+cu117
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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added_tokens.json
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{
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"__af__": 128004,
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"__am__": 128005,
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"__ar__": 128006,
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"__ast__": 128007,
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"__az__": 128008,
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"__ba__": 128009,
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"__be__": 128010,
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"__bg__": 128011,
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"__bn__": 128012,
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"__br__": 128013,
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"__bs__": 128014,
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"__ca__": 128015,
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"__ceb__": 128016,
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"__cs__": 128017,
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"__cy__": 128018,
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"__de__": 128020,
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"__fa__": 128025,
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"__ff__": 128026,
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"__fi__": 128027,
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"__fr__": 128028,
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"__fy__": 128029,
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"__ga__": 128030,
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"__gd__": 128031,
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"__gl__": 128032,
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"__gu__": 128033,
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"__ha__": 128034,
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"__he__": 128035,
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"__hi__": 128036,
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"__hr__": 128037,
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"__ht__": 128038,
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"__hu__": 128039,
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"__hy__": 128040,
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"__id__": 128041,
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"__ig__": 128042,
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"__ilo__": 128043,
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"__is__": 128044,
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"__it__": 128045,
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"__ja__": 128046,
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"__jv__": 128047,
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"__ka__": 128048,
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"__kk__": 128049,
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"__km__": 128050,
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"__kn__": 128051,
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"__ko__": 128052,
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"__lb__": 128053,
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"__lg__": 128054,
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"__ln__": 128055,
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"__lo__": 128056,
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"__lt__": 128057,
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"__lv__": 128058,
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"__mg__": 128059,
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"__mk__": 128060,
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"__ml__": 128061,
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"__mn__": 128062,
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"__mr__": 128063,
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"__ms__": 128064,
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"__my__": 128065,
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"__ne__": 128066,
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"__nl__": 128067,
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"__no__": 128068,
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"__ns__": 128069,
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"__oc__": 128070,
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"__or__": 128071,
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"__pa__": 128072,
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"__pl__": 128073,
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"__ps__": 128074,
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"__pt__": 128075,
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"__ro__": 128076,
|
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"__ru__": 128077,
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"__sd__": 128078,
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"__si__": 128079,
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"__sk__": 128080,
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"__sl__": 128081,
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"__so__": 128082,
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"__sq__": 128083,
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"__sr__": 128084,
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"__ss__": 128085,
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"__su__": 128086,
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"__sv__": 128087,
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"__sw__": 128088,
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"__ta__": 128089,
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"__th__": 128090,
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"__tl__": 128091,
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"__tn__": 128092,
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"__tr__": 128093,
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"__uk__": 128094,
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"__ur__": 128095,
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"__uz__": 128096,
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"__vi__": 128097,
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"__wo__": 128098,
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"__xh__": 128099,
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"__yi__": 128100,
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"__yo__": 128101,
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"__zh__": 128102,
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"__zu__": 128103
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}
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config.json
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{
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"_name_or_path": "facebook/m2m100_1.2B",
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"activation_dropout": 0.0,
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"activation_function": "relu",
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"architectures": [
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"M2M100ForConditionalGeneration"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 0,
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"d_model": 1024,
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"decoder_attention_heads": 16,
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"decoder_ffn_dim": 8192,
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"decoder_layerdrop": 0.05,
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"decoder_layers": 24,
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"decoder_start_token_id": 2,
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"dropout": 0.1,
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"early_stopping": true,
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"encoder_attention_heads": 16,
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"encoder_ffn_dim": 8192,
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"encoder_layerdrop": 0.05,
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"encoder_layers": 24,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"max_length": 200,
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"max_position_embeddings": 1024,
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"model_type": "m2m_100",
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"num_beams": 5,
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"num_hidden_layers": 24,
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"pad_token_id": 1,
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"scale_embedding": true,
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
|
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"use_cache": true,
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"vocab_size": 128112
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}
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generation_config.json
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{
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"early_stopping": true,
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"eos_token_id": 2,
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"max_length": 200,
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"num_beams": 5,
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8 |
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"pad_token_id": 1,
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"transformers_version": "4.35.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:7223efd955250fc978360101a7e686d4511bfa0e9f9611b53ca80e242addb298
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size 4958000808
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sentencepiece.bpe.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:d8f7c76ed2a5e0822be39f0a4f95a55eb19c78f4593ce609e2edbc2aea4d380a
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size 2423393
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special_tokens_map.json
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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 |
+
"additional_special_tokens": [
|
3 |
+
"__af__",
|
4 |
+
"__am__",
|
5 |
+
"__ar__",
|
6 |
+
"__ast__",
|
7 |
+
"__az__",
|
8 |
+
"__ba__",
|
9 |
+
"__be__",
|
10 |
+
"__bg__",
|
11 |
+
"__bn__",
|
12 |
+
"__br__",
|
13 |
+
"__bs__",
|
14 |
+
"__ca__",
|
15 |
+
"__ceb__",
|
16 |
+
"__cs__",
|
17 |
+
"__cy__",
|
18 |
+
"__da__",
|
19 |
+
"__de__",
|
20 |
+
"__el__",
|
21 |
+
"__en__",
|
22 |
+
"__es__",
|
23 |
+
"__et__",
|
24 |
+
"__fa__",
|
25 |
+
"__ff__",
|
26 |
+
"__fi__",
|
27 |
+
"__fr__",
|
28 |
+
"__fy__",
|
29 |
+
"__ga__",
|
30 |
+
"__gd__",
|
31 |
+
"__gl__",
|
32 |
+
"__gu__",
|
33 |
+
"__ha__",
|
34 |
+
"__he__",
|
35 |
+
"__hi__",
|
36 |
+
"__hr__",
|
37 |
+
"__ht__",
|
38 |
+
"__hu__",
|
39 |
+
"__hy__",
|
40 |
+
"__id__",
|
41 |
+
"__ig__",
|
42 |
+
"__ilo__",
|
43 |
+
"__is__",
|
44 |
+
"__it__",
|
45 |
+
"__ja__",
|
46 |
+
"__jv__",
|
47 |
+
"__ka__",
|
48 |
+
"__kk__",
|
49 |
+
"__km__",
|
50 |
+
"__kn__",
|
51 |
+
"__ko__",
|
52 |
+
"__lb__",
|
53 |
+
"__lg__",
|
54 |
+
"__ln__",
|
55 |
+
"__lo__",
|
56 |
+
"__lt__",
|
57 |
+
"__lv__",
|
58 |
+
"__mg__",
|
59 |
+
"__mk__",
|
60 |
+
"__ml__",
|
61 |
+
"__mn__",
|
62 |
+
"__mr__",
|
63 |
+
"__ms__",
|
64 |
+
"__my__",
|
65 |
+
"__ne__",
|
66 |
+
"__nl__",
|
67 |
+
"__no__",
|
68 |
+
"__ns__",
|
69 |
+
"__oc__",
|
70 |
+
"__or__",
|
71 |
+
"__pa__",
|
72 |
+
"__pl__",
|
73 |
+
"__ps__",
|
74 |
+
"__pt__",
|
75 |
+
"__ro__",
|
76 |
+
"__ru__",
|
77 |
+
"__sd__",
|
78 |
+
"__si__",
|
79 |
+
"__sk__",
|
80 |
+
"__sl__",
|
81 |
+
"__so__",
|
82 |
+
"__sq__",
|
83 |
+
"__sr__",
|
84 |
+
"__ss__",
|
85 |
+
"__su__",
|
86 |
+
"__sv__",
|
87 |
+
"__sw__",
|
88 |
+
"__ta__",
|
89 |
+
"__th__",
|
90 |
+
"__tl__",
|
91 |
+
"__tn__",
|
92 |
+
"__tr__",
|
93 |
+
"__uk__",
|
94 |
+
"__ur__",
|
95 |
+
"__uz__",
|
96 |
+
"__vi__",
|
97 |
+
"__wo__",
|
98 |
+
"__xh__",
|
99 |
+
"__yi__",
|
100 |
+
"__yo__",
|
101 |
+
"__zh__",
|
102 |
+
"__zu__"
|
103 |
+
],
|
104 |
+
"bos_token": "<s>",
|
105 |
+
"eos_token": "</s>",
|
106 |
+
"pad_token": "<pad>",
|
107 |
+
"sep_token": "</s>",
|
108 |
+
"unk_token": "<unk>"
|
109 |
+
}
|
tokenizer_config.json
ADDED
@@ -0,0 +1,951 @@
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1 |
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{
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920 |
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925 |
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926 |
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927 |
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928 |
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929 |
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931 |
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932 |
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934 |
+
"__yo__",
|
935 |
+
"__zh__",
|
936 |
+
"__zu__"
|
937 |
+
],
|
938 |
+
"bos_token": "<s>",
|
939 |
+
"clean_up_tokenization_spaces": true,
|
940 |
+
"eos_token": "</s>",
|
941 |
+
"language_codes": "m2m100",
|
942 |
+
"model_max_length": 1000000000000000019884624838656,
|
943 |
+
"num_madeup_words": 8,
|
944 |
+
"pad_token": "<pad>",
|
945 |
+
"sep_token": "</s>",
|
946 |
+
"sp_model_kwargs": {},
|
947 |
+
"src_lang": "en",
|
948 |
+
"tgt_lang": "tn",
|
949 |
+
"tokenizer_class": "M2M100Tokenizer",
|
950 |
+
"unk_token": "<unk>"
|
951 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7204baf77e52b81bebeb7c7881e90d813359cb0ba0a7b7ede85fc1d1f7dae2a4
|
3 |
+
size 4283
|
vocab.json
ADDED
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|
|