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mt5-small-finetuned-wikisql2
Akki-off/mt5-small-finetuned-wikisql2
mt5-small-finetuned-wikisql2 is a machine learning model from Akki-off. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- mt5
- Access
- Public
- Created
- Apr 16, 2024
- Updated
- Apr 16, 2024
- SHA
- 68314218
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. -->
mt5-small-finetuned-wikisql2
This model is a fine-tuned version of adityarao1612/mt5-small-finetuned-wikisql on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4787
- Bleu: 42.5374
- Gen Len: 16.3262
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.6048 | 1.0 | 8097 | 0.5237 | 41.501 | 16.365 |
| 0.5856 | 2.0 | 16194 | 0.4880 | 42.1987 | 16.2478 |
| 0.5583 | 3.0 | 24291 | 0.4787 | 42.5374 | 16.3262 |
Framework versions
- Transformers 4.26.0
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- mt5
- Created
- Apr 16, 2024
- Updated
- Apr 16, 2024