|
--- |
|
license: apache-2.0 |
|
base_model: ibaucells/RoBERTa-ca-CaWikiTC |
|
tags: |
|
- zero-shot |
|
- text-classification |
|
model-index: |
|
- name: test5_balanced |
|
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. --> |
|
|
|
# test5_balanced |
|
|
|
This model is a fine-tuned version of [ibaucells/RoBERTa-ca-CaWikiTC](https://huggingface.co/ibaucells/RoBERTa-ca-CaWikiTC) on the None dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 1.6178 |
|
|
|
## 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: 5e-05 |
|
- train_batch_size: 10 |
|
- eval_batch_size: 10 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- lr_scheduler_warmup_steps: 500 |
|
- num_epochs: 10 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|:-------------:|:-----:|:----:|:---------------:| |
|
| 0.767 | 1.0 | 63 | 1.7701 | |
|
| 0.7145 | 2.0 | 126 | 1.7878 | |
|
| 0.6274 | 3.0 | 189 | 1.7128 | |
|
| 0.5223 | 4.0 | 252 | 1.8296 | |
|
| 0.4235 | 5.0 | 315 | 1.8380 | |
|
| 0.3006 | 6.0 | 378 | 1.7538 | |
|
| 0.2062 | 7.0 | 441 | 2.2563 | |
|
| 0.2264 | 8.0 | 504 | 2.1357 | |
|
| 0.0617 | 9.0 | 567 | 2.2696 | |
|
| 0.1367 | 10.0 | 630 | 2.2558 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.38.2 |
|
- Pytorch 2.1.0+cu121 |
|
- Datasets 2.18.0 |
|
- Tokenizers 0.15.2 |
|
|
