my_awesome_opus_books_model – AI Model by clui | AlphaNeural AI

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my_awesome_opus_books_model

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my_awesome_opus_books_model

This model is a fine-tuned version of clui/my_awesome_opus_books_model on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.3345
Bleu: 14.3963
Gen Len: 47.4303

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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 6
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Bleu	Gen Len	Validation Loss
2.0518	1.0	8501	9.5432	49.409	1.8814
1.7573	2.0	17002	11.7116	47.0136	1.6453
1.62	3.0	25503	12.6935	46.8858	1.5432
1.5323	4.0	34004	13.1825	46.6955	1.4898
1.4828	5.0	42505	13.3611	47.2092	1.4589
1.4667	6.0	51006	1.3345	14.3963	47.4303

Framework versions

Transformers 4.48.0
Pytorch 2.4.0
Datasets 2.19.1
Tokenizers 0.21.0