---
tags:
- generated_from_trainer
model-index:
- name: biobert-v1.1-BC2GM-IOBES
  results: []
---

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# 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