flan-t5-small-translator

This model is a fine-tuned version of google/flan-t5-small on opus_books/en-fr dataset. It achieves the following results on the evaluation set:

• Loss: nan
• Bleu: 1.078
• Gen Len: 18.0374

Sample Request

Try this sentence - translate English to French: what is love?

You should get response like - Qu'est-ce que l'amour?

Ensure that you are prepending translate English to French: for all translations

Intended uses & limitations

This model has been trained only on en-fr subset of OPUS dataset.

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: 2
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.0	1.0	6355	nan	1.078	18.0374
0.0	2.0	12710	nan	1.078	18.0374

Framework versions

• Transformers 4.36.2
• Pytorch 2.1.0+cu121
• Datasets 2.16.1
• Tokenizers 0.15.0