Commit
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End of training
Browse files- .gitattributes +1 -0
- README.md +68 -0
- special_tokens_map.json +5 -0
- spiece.model +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +12 -0
.gitattributes
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README.md
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---
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license: apache-2.0
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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_10_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_10_wikiSQL_sch
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This model is a fine-tuned version of [google/mt5-base](https://huggingface.co/google/mt5-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0566
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- Rouge2 Precision: 0.8825
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- Rouge2 Recall: 0.802
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- Rouge2 Fmeasure: 0.8343
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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: 15
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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: 10
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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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| 0.0789 | 1.0 | 8637 | 0.0678 | 0.859 | 0.7788 | 0.8103 |
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| 0.0683 | 2.0 | 17274 | 0.0613 | 0.8688 | 0.7867 | 0.8196 |
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| 0.0587 | 3.0 | 25911 | 0.0595 | 0.8726 | 0.7917 | 0.8241 |
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| 0.0546 | 4.0 | 34548 | 0.0578 | 0.8771 | 0.7957 | 0.8284 |
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| 0.0499 | 5.0 | 43185 | 0.0572 | 0.8793 | 0.7981 | 0.8308 |
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| 0.0484 | 6.0 | 51822 | 0.0568 | 0.8797 | 0.7992 | 0.8315 |
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| 0.0447 | 7.0 | 60459 | 0.0565 | 0.8809 | 0.8003 | 0.8326 |
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| 0.0415 | 8.0 | 69096 | 0.0565 | 0.882 | 0.8013 | 0.8337 |
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| 0.042 | 9.0 | 77733 | 0.0564 | 0.8822 | 0.8019 | 0.8341 |
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| 0.0407 | 10.0 | 86370 | 0.0566 | 0.8825 | 0.802 | 0.8343 |
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### Framework versions
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- Transformers 4.26.1
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- Pytorch 2.1.2
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- Datasets 2.16.1
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- Tokenizers 0.13.3
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special_tokens_map.json
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{
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"eos_token": "</s>",
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"pad_token": "<pad>",
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"unk_token": "<unk>"
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}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:ef78f86560d809067d12bac6c09f19a462cb3af3f54d2b8acbba26e1433125d6
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size 4309802
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:6b49fe5973ba16763424a9230fea46fd3bebedc6e497d7d230fb00ce9f5a2fb1
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size 16330634
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tokenizer_config.json
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{
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"additional_special_tokens": null,
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"eos_token": "</s>",
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"extra_ids": 0,
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"model_max_length": 1000000000000000019884624838656,
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"name_or_path": "google/mt5-base",
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"pad_token": "<pad>",
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"sp_model_kwargs": {},
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"special_tokens_map_file": "/home/patrick/.cache/torch/transformers/685ac0ca8568ec593a48b61b0a3c272beee9bc194a3c7241d15dcadb5f875e53.f76030f3ec1b96a8199b2593390c610e76ca8028ef3d24680000619ffb646276",
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"tokenizer_class": "T5Tokenizer",
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"unk_token": "<unk>"
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}
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