Model save
Browse files- README.md +72 -0
- generation_config.json +6 -0
- model.safetensors +1 -1
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: ALL_mt5-base_15_spider_15_wikiSQL_sch
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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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# ALL_mt5-base_15_spider_15_wikiSQL_sch
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This model was trained from scratch on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3607
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- Rouge2 Precision: 0.6413
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- Rouge2 Recall: 0.441
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- Rouge2 Fmeasure: 0.4931
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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: 5e-05
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- train_batch_size: 19
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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: 15
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge2 Precision | Rouge2 Recall | Rouge2 Fmeasure |
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|:-------------:|:-----:|:-----:|:---------------:|:----------------:|:-------------:|:---------------:|
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| 0.4669 | 1.0 | 912 | 0.7241 | 0.5334 | 0.3544 | 0.3979 |
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| 0.1563 | 2.0 | 1824 | 0.5172 | 0.585 | 0.3984 | 0.4457 |
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| 0.1078 | 3.0 | 2736 | 0.3991 | 0.5991 | 0.409 | 0.4573 |
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| 0.084 | 4.0 | 3648 | 0.3342 | 0.6145 | 0.4193 | 0.4694 |
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| 0.0683 | 5.0 | 4560 | 0.3480 | 0.6179 | 0.4245 | 0.4746 |
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| 0.0615 | 6.0 | 5472 | 0.3146 | 0.6236 | 0.4279 | 0.4785 |
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| 0.0527 | 7.0 | 6384 | 0.3342 | 0.6236 | 0.4266 | 0.4776 |
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| 0.0469 | 8.0 | 7296 | 0.3249 | 0.6313 | 0.4325 | 0.4844 |
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| 0.0411 | 9.0 | 8208 | 0.3386 | 0.6306 | 0.4305 | 0.4826 |
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| 0.0383 | 10.0 | 9120 | 0.3410 | 0.6356 | 0.4375 | 0.4889 |
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| 0.0346 | 11.0 | 10032 | 0.3445 | 0.6323 | 0.4353 | 0.4867 |
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| 0.0332 | 12.0 | 10944 | 0.3507 | 0.6391 | 0.4397 | 0.4915 |
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| 0.0316 | 13.0 | 11856 | 0.3574 | 0.6403 | 0.4407 | 0.4926 |
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| 0.0303 | 14.0 | 12768 | 0.3589 | 0.6394 | 0.4398 | 0.4917 |
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| 0.0301 | 15.0 | 13680 | 0.3607 | 0.6413 | 0.441 | 0.4931 |
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### Framework versions
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- Transformers 4.38.2
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- Pytorch 2.2.0
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- Datasets 2.16.1
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- Tokenizers 0.15.1
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.38.2"
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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:
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size 2329638768
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version https://git-lfs.github.com/spec/v1
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oid sha256:c2ff0f952f484dce882b7924a5c10b60eeb7a11d950b2232a3b7affd81e420b4
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size 2329638768
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