Downloads · 30 days
8
30% of all-time downloads
biogpt-ddi-focal
tekuru/biogpt-ddi-focal
biogpt-ddi-focal is a text classification model from tekuru. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
27
Public
Parameters
108M
433 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors433 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Oct 14, 2025
- Updated
- Oct 16, 2025
- SHA
- adb45b1c
Try a prompt
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. -->
biogpt-ddi-focal
This model is a fine-tuned version of dmis-lab/biobert-base-cased-v1.1 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2528
- F1 Macro: 0.8476
- F1 Micro: 0.8897
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: 3e-05
- train_batch_size: 16
- eval_batch_size: 32
- 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: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 Macro | F1 Micro |
|---|---|---|---|---|---|
| 0.0875 | 1.0 | 201 | 0.0629 | 0.9432 | 0.9465 |
| 0.0457 | 2.0 | 402 | 0.0495 | 0.9582 | 0.9602 |
| 0.0257 | 3.0 | 603 | 0.0461 | 0.9657 | 0.9664 |
Framework versions
- Transformers 4.57.0
- Pytorch 2.8.0+cu126
- Datasets 4.0.0
- Tokenizers 0.22.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- Oct 14, 2025
- Updated
- Oct 16, 2025