---
tags:
- generated_from_trainer
model-index:
- name: interpro_bert
  results: []
---

<!-- 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. -->

# interpro_bert

This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.7610

## 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: 256
- eval_batch_size: 128
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- total_train_batch_size: 2048
- total_eval_batch_size: 1024
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 15

### Training results

| Training Loss | Epoch | Step   | Validation Loss |
|:-------------:|:-----:|:------:|:---------------:|
| 4.7929        | 1.0   | 14395  | 4.4007          |
| 2.6085        | 2.0   | 28790  | 2.4082          |
| 1.7765        | 3.0   | 43185  | 1.6582          |
| 1.3909        | 4.0   | 57580  | 1.3030          |
| 1.1805        | 5.0   | 71975  | 1.1146          |
| 1.0593        | 6.0   | 86370  | 1.0107          |
| 0.9726        | 7.0   | 100765 | 0.9359          |
| 0.9167        | 8.0   | 115160 | 0.8880          |
| 0.8683        | 9.0   | 129555 | 0.8475          |
| 0.8436        | 10.0  | 143950 | 0.8224          |
| 0.8167        | 11.0  | 158345 | 0.7974          |
| 0.8009        | 12.0  | 172740 | 0.7850          |
| 0.7874        | 13.0  | 187135 | 0.7682          |
| 0.7772        | 14.0  | 201530 | 0.7654          |
| 0.7738        | 15.0  | 215925 | 0.7610          |


### Framework versions

- Transformers 4.39.2
- Pytorch 2.2.2+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2