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: 4.4321
- Bleu: 3.9461
- Gen Len: 7.2243
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: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 2.1442 | 1.0 | 4997 | 4.4262 | 3.0781 | 7.4202 |
| 2.0066 | 2.0 | 9994 | 4.4181 | 3.8977 | 7.2596 |
| 1.948 | 3.0 | 14991 | 4.4321 | 3.9461 | 7.2243 |
Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.19.2
- Tokenizers 0.19.1