german-spanglish

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 2.1288
• Bleu: 3.4941
• Gen Len: 13.975

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: 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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
2.7115	1.0	10	2.3293	0.9472	14.325
2.6497	2.0	20	2.2775	2.3123	14.15
2.6046	3.0	30	2.2373	2.3261	14.075
2.5411	4.0	40	2.2051	2.3386	14.05
2.5299	5.0	50	2.1819	2.3366	14.125
2.5496	6.0	60	2.1625	2.3345	14.175
2.5261	7.0	70	2.1473	3.0654	14.075
2.4913	8.0	80	2.1372	3.4941	13.975
2.4596	9.0	90	2.1310	3.4941	13.975
2.4372	10.0	100	2.1288	3.4941	13.975

Framework versions

• Transformers 4.40.1
• Pytorch 2.2.1+cu121
• Datasets 2.19.1
• Tokenizers 0.19.1