metadata
license: apache-2.0
base_model: distilbert-base-multilingual-cased
tags:
- generated_from_trainer
datasets:
- imdb
model-index:
- name: distilbert-base-multilingual-cased-finetuned-imdb
results: []
distilbert-base-multilingual-cased-finetuned-imdb
This model is a fine-tuned version of distilbert-base-multilingual-cased on the imdb dataset. It achieves the following results on the evaluation set:
- Loss: 2.4923
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.8485 | 1.0 | 2500 | 2.6147 |
| 2.6629 | 2.0 | 5000 | 2.5229 |
| 2.5686 | 3.0 | 7500 | 2.4958 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1