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ALL_mt5-base_10_wikiSQL_sch
NatthawatTung/ALL_mt5-base_10_wikiSQL_sch
ALL_mt5-base_10_wikiSQL_sch is a machine learning model from NatthawatTung. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Mar 12, 2024
- Updated
- Mar 13, 2024
- SHA
- 655af29d
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
ALL_mt5-base_10_wikiSQL_sch
This model is a fine-tuned version of google/mt5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0566
- Rouge2 Precision: 0.8825
- Rouge2 Recall: 0.802
- Rouge2 Fmeasure: 0.8343
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 15
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge2 Precision | Rouge2 Recall | Rouge2 Fmeasure |
|---|---|---|---|---|---|---|
| 0.0789 | 1.0 | 8637 | 0.0678 | 0.859 | 0.7788 | 0.8103 |
| 0.0683 | 2.0 | 17274 | 0.0613 | 0.8688 | 0.7867 | 0.8196 |
| 0.0587 | 3.0 | 25911 | 0.0595 | 0.8726 | 0.7917 | 0.8241 |
| 0.0546 | 4.0 | 34548 | 0.0578 | 0.8771 | 0.7957 | 0.8284 |
| 0.0499 | 5.0 | 43185 | 0.0572 | 0.8793 | 0.7981 | 0.8308 |
| 0.0484 | 6.0 | 51822 | 0.0568 | 0.8797 | 0.7992 | 0.8315 |
| 0.0447 | 7.0 | 60459 | 0.0565 | 0.8809 | 0.8003 | 0.8326 |
| 0.0415 | 8.0 | 69096 | 0.0565 | 0.882 | 0.8013 | 0.8337 |
| 0.042 | 9.0 | 77733 | 0.0564 | 0.8822 | 0.8019 | 0.8341 |
| 0.0407 | 10.0 | 86370 | 0.0566 | 0.8825 | 0.802 | 0.8343 |
Framework versions
- Transformers 4.26.1
- Pytorch 2.1.2
- Datasets 2.16.1
- Tokenizers 0.13.3
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Mar 12, 2024
- Updated
- Mar 13, 2024