|
--- |
|
license: apache-2.0 |
|
tags: |
|
- generated_from_trainer |
|
datasets: |
|
- becasv2 |
|
model-index: |
|
- name: roberta-base-bne-ROBERTaBECAS |
|
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. --> |
|
|
|
# roberta-base-bne-ROBERTaBECAS |
|
|
|
This model is a fine-tuned version of [BSC-TeMU/roberta-base-bne](https://huggingface.co/BSC-TeMU/roberta-base-bne) on the becasv2 dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 2.6448 |
|
|
|
## 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: 16 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- num_epochs: 6 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|:-------------:|:-----:|:----:|:---------------:| |
|
| No log | 1.0 | 5 | 3.5817 | |
|
| No log | 2.0 | 10 | 2.9636 | |
|
| No log | 3.0 | 15 | 2.6857 | |
|
| No log | 4.0 | 20 | 2.6310 | |
|
| No log | 5.0 | 25 | 2.6331 | |
|
| No log | 6.0 | 30 | 2.6448 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.21.1 |
|
- Pytorch 1.9.0+cu111 |
|
- Datasets 2.4.0 |
|
- Tokenizers 0.12.1 |
|
|
