mohamedsaeed823/NLLB_Egyptian_Arabic_to_English128

NLLB_Egyptian_Arabic_to_English2ndtrial

This model is a fine-tuned version of facebook/nllb-200-distilled-600M on an unknown dataset. It achieves the following results on the evaluation set:

• eval_loss: 1.5447
• eval_bleu: 28.3607
• eval_gen_len: 19.9786
• eval_runtime: 487.6463
• eval_samples_per_second: 4.688
• eval_steps_per_second: 1.173
• epoch: 2.0
• step: 6248

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: 3e-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

Framework versions

• Transformers 4.39.3
• Pytorch 2.1.2
• Datasets 2.18.0
• Tokenizers 0.15.2