my_awesome_english_to_nepali_tst

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:

• Loss: 2.0789
• Bleu: 13.3322
• Gen Len: 30.295

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 5
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	125	2.1378	10.6717	30.905
No log	2.0	250	2.1030	12.5862	31.295
No log	3.0	375	2.0842	12.9723	29.675
2.0989	4.0	500	2.0782	13.1558	30.38
2.0989	5.0	625	2.0789	13.3322	30.295

Framework versions

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