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TAPT_data-V2_Bioformer-16L_LR-0.0005
Mardiyyah/TAPT_data-V2_Bioformer-16L_LR-0.0005
TAPT_data-V2_Bioformer-16L_LR-0.0005 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
- a3bf8bc1
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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-0.0005
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: 3.4623
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: 0.0005
- 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 |
|---|---|---|---|
| 2.9555 | 1.0 | 609 | 3.8842 |
| 3.4591 | 2.0 | 1218 | 4.1767 |
| 3.3266 | 3.0 | 1827 | 4.2016 |
| 3.0264 | 4.0 | 2436 | 4.0258 |
| 2.7402 | 5.0 | 3045 | 3.8214 |
| 2.4781 | 6.0 | 3654 | 3.8107 |
| 2.2409 | 7.0 | 4263 | 3.6859 |
| 1.9816 | 8.0 | 4872 | 3.6026 |
| 1.7825 | 9.0 | 5481 | 3.4999 |
| 1.6141 | 10.0 | 6090 | 3.4749 |
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