metadata
tags:
- generated_from_trainer
model-index:
- name: biobert-v1.1-BC2GM-IOBES
results: []
biobert-v1.1-BC2GM-IOBES
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4728
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 4 | 0.5383 |
| No log | 2.0 | 8 | 0.4935 |
| No log | 3.0 | 12 | 0.4728 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.3.1+cu121
- Datasets 2.19.1
- Tokenizers 0.13.3