my_fine_tuning_nllb_1B3_peft_en_vi_model_nmt

This model is a fine-tuned version of facebook/nllb-200-1.3B on the mt_eng_vietnamese dataset. It achieves the following results on the evaluation set:

• Loss: 7.2576
• Bleu: 35.9386
• Gen Len: 30.7029

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: 1
• eval_batch_size: 1
• 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
7.8689	1.0	133318	7.2597	35.8608	30.6438
7.8599	2.0	266636	7.2576	35.9386	30.7029

Framework versions

• PEFT 0.8.2
• Transformers 4.37.2
• Pytorch 2.0.1+cu117
• Datasets 2.14.5
• Tokenizers 0.15.2