bluebert_pubmed_mimic_uncased_L-12_H-768_A-12-finetuned-squad
This model is a fine-tuned version of bionlp/bluebert_pubmed_mimic_uncased_L-12_H-768_A-12 on the squad dataset. It achieves the following results on the evaluation set:
- Loss: 1.2927
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: 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 |
|---|---|---|---|
| 1.5226 | 1.0 | 5533 | 1.4180 |
| 1.1937 | 2.0 | 11066 | 1.2927 |
| 0.9459 | 3.0 | 16599 | 1.2927 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3