metadata
license: apache-2.0
tags:
- generated_from_trainer
base_model: lxyuan/distilbert-base-multilingual-cased-sentiments-student
metrics:
- accuracy
- f1
model-index:
- name: Sentimiento-appmovilesdisbert
results: []
Sentimiento-appmovilesdisbert
This model is a fine-tuned version of lxyuan/distilbert-base-multilingual-cased-sentiments-student on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2914
- Accuracy: 0.9187
- F1: 0.8375
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: 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: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| No log | 1.0 | 332 | 0.2914 | 0.9187 | 0.8375 |
| 0.3391 | 2.0 | 664 | 0.3134 | 0.9307 | 0.8285 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1