metadata
license: apache-2.0
library_name: peft
tags:
- generated_from_trainer
base_model: google/madlad400-3b-mt
datasets:
- generator
metrics:
- bleu
model-index:
- name: traduction_fon_french
results: []
traduction_fon_french
This model is a fine-tuned version of google/madlad400-3b-mt on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 5.2698
- Bleu: 0.217
- Gen Len: 9.6092
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: 0.0003
- train_batch_size: 18
- eval_batch_size: 18
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 3.3025 | 1.0 | 2528 | 5.2043 | 0.2814 | 8.9524 |
| 3.1868 | 2.0 | 5056 | 5.2746 | 0.1393 | 8.8278 |
| 3.0907 | 3.0 | 7584 | 5.1989 | 0.2607 | 9.6087 |
| 3.0409 | 4.0 | 10112 | 5.2698 | 0.217 | 9.6092 |
Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.19.2
- Tokenizers 0.19.1