|
--- |
|
tags: |
|
- generated_from_trainer |
|
metrics: |
|
- accuracy |
|
model-index: |
|
- name: test-automatic-411 |
|
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. --> |
|
|
|
# test-automatic-411 |
|
|
|
This model is a fine-tuned version of [dccuchile/distilbert-base-spanish-uncased](https://huggingface.co/dccuchile/distilbert-base-spanish-uncased) on the None dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 0.0323 |
|
- Accuracy: 1.0 |
|
|
|
## 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: 10 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | Accuracy | |
|
|:-------------:|:-----:|:----:|:---------------:|:--------:| |
|
| No log | 1.0 | 47 | 0.8407 | 0.8171 | |
|
| No log | 2.0 | 94 | 0.4243 | 0.9268 | |
|
| No log | 3.0 | 141 | 0.2154 | 0.9878 | |
|
| No log | 4.0 | 188 | 0.1122 | 0.9878 | |
|
| No log | 5.0 | 235 | 0.0755 | 0.9878 | |
|
| No log | 6.0 | 282 | 0.0540 | 0.9878 | |
|
| No log | 7.0 | 329 | 0.0409 | 1.0 | |
|
| No log | 8.0 | 376 | 0.0363 | 1.0 | |
|
| No log | 9.0 | 423 | 0.0339 | 1.0 | |
|
| No log | 10.0 | 470 | 0.0323 | 1.0 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.26.1 |
|
- Pytorch 2.0.0 |
|
- Datasets 2.11.0 |
|
- Tokenizers 0.13.3 |
|
|
