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t5-small-finetuned-wikisql
Doter/t5-small-finetuned-wikisql
t5-small-finetuned-wikisql is a machine learning model from Doter. 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
- t5
- Access
- Public
- Created
- Oct 11, 2025
- Updated
- Oct 11, 2025
- SHA
- f6a66c83
Base models
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. -->
t5-small-finetuned-wikisql
This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1482
- Model Preparation Time: 0.0044
- Exact Match: 0.2483
- Prediction Sample: SELECT Nationality FROM table WHERE Name = terrence ross
- Reference Sample: SELECT Nationality FROM table WHERE Player = Terrence Ross
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: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Model Preparation Time | Exact Match | Prediction Sample | Reference Sample |
|---|---|---|---|---|---|---|---|
| 0.2286 | 1.0 | 3523 | 0.1864 | 0.0044 | 0.212 | SELECT Nationality FROM table WHERE Country = terrence ross | SELECT Nationality FROM table WHERE Player = Terrence Ross |
| 0.1925 | 2.0 | 7046 | 0.1636 | 0.0044 | 0.2329 | SELECT Nationality FROM table WHERE Name = terrence ross | SELECT Nationality FROM table WHERE Player = Terrence Ross |
| 0.1798 | 3.0 | 10569 | 0.1540 | 0.0044 | 0.2426 | SELECT Nationality FROM table WHERE Name = terrence ross | SELECT Nationality FROM table WHERE Player = Terrence Ross |
| 0.171 | 4.0 | 14092 | 0.1496 | 0.0044 | 0.2473 | SELECT Nationality FROM table WHERE Name = terrence ross | SELECT Nationality FROM table WHERE Player = Terrence Ross |
| 0.1672 | 5.0 | 17615 | 0.1482 | 0.0044 | 0.2483 | SELECT Nationality FROM table WHERE Name = terrence ross | SELECT Nationality FROM table WHERE Player = Terrence Ross |
Framework versions
- Transformers 4.57.0
- Pytorch 2.8.0+cu126
- Datasets 4.2.0
- Tokenizers 0.22.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Oct 11, 2025
- Updated
- Oct 11, 2025