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Sponsored by
PoYo.AI
dusersad12 / TextClassifier-BestRun
Model's Last Updated: August 18 2026
text-classification
Introduction of TextClassifier-BestRun
Model Details of TextClassifier-BestRun
TextClassifier
Model Description
This is a BERT-based text classification model fine-tuned on a 5-class dataset. The best checkpoint was selected based on validation F1 score across multiple hyperparameter sweeps.
Training Details
- Base Model : bert-base-uncased
- Best Run ID : run-def456
- Best Run Name : sweep-lr5e5-bs16
- Learning Rate : 5e-05
- Batch Size : 16
- Weight Decay : 0.01
- Best Epoch : 10
Evaluation Results
- Validation F1 : 0.851
- Validation Accuracy : 0.865
- Final Validation Loss : 0.487
Run Comparison (sorted by val_f1 descending)
| Run ID | Run Name | Learning Rate | Batch Size | Weight Decay | Val F1 | Val Accuracy | Val Loss | Best Epoch |
|---|---|---|---|---|---|---|---|---|
| run-def456 | sweep-lr5e5-bs16 | 5e-05 | 16 | 0.01 | 0.851 | 0.865 | 0.487 | 10 |
| run-pqr678 | sweep-lr5e5-bs16-wd005 | 5e-05 | 16 | 0.005 | 0.841 | 0.855 | 0.512 | 10 |
| run-jkl012 | sweep-lr5e5-bs32-wd0 | 5e-05 | 32 | 0.0 | 0.829 | 0.841 | 0.583 | 8 |
| run-abc123 | sweep-lr3e5-bs32 | 3e-05 | 32 | 0.01 | 0.811 | 0.826 | 0.585 | 10 |
| run-ghi789 | sweep-lr2e5-bs64 | 2e-05 | 64 | 0.02 | 0.782 | 0.796 | 0.649 | 10 |
| run-mno345 | sweep-lr1e4-bs32 | 0.0001 | 32 | 0.01 | 0.735 | 0.751 | 0.821 | 7 |
Intended Use
This model is intended for text classification tasks with 5 output classes. It should not be used for generating text or for tasks outside its training distribution.
Limitations
The model's performance is benchmark-specific and may not generalize to out-of-distribution inputs or domains not seen during training.
License
This model is released under the MIT License.
Runs of dusersad12 TextClassifier-BestRun on huggingface.co
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More Information About TextClassifier-BestRun huggingface.co Model
Url of TextClassifier-BestRun
TextClassifier-BestRun huggingface.co Url
Provider of TextClassifier-BestRun huggingface.co
Other API from dusersad12
Updated:September 28 2026
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