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TAPT_data-V2_Bioformer-16L_LR-2e-05
Mardiyyah/TAPT_data-V2_Bioformer-16L_LR-2e-05
TAPT_data-V2_Bioformer-16L_LR-2e-05 is a fill-mask model from Mardiyyah. Use it when you need the model to fill a missing word. 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
- Task
- Fill-Mask
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Nov 11, 2025
- Updated
- Nov 11, 2025
- SHA
- 954c21c3
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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. -->
TAPT_data-V2_Bioformer-16L_LR-2e-05
This model is a fine-tuned version of bioformers/bioformer-16L on the Mardiyyah/TAPT_data_V2_split dataset. It achieves the following results on the evaluation set:
- Loss: 1.9962
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 3407
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-06 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.06
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.2144 | 1.0 | 609 | 2.0327 |
| 1.9612 | 2.0 | 1218 | 1.9748 |
| 1.839 | 3.0 | 1827 | 2.0504 |
| 1.7475 | 4.0 | 2436 | 1.9725 |
| 1.6781 | 5.0 | 3045 | 2.0161 |
| 1.6427 | 6.0 | 3654 | 1.9869 |
| 1.6113 | 7.0 | 4263 | 2.0334 |
| 1.5701 | 8.0 | 4872 | 1.9919 |
| 1.5342 | 9.0 | 5481 | 1.9798 |
| 1.5188 | 10.0 | 6090 | 2.0089 |
Framework versions
- Transformers 4.48.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.2
- Tokenizers 0.21.0
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Nov 11, 2025
- Updated
- Nov 11, 2025