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MrCharli03/
my_awesome_opus_books_model_mbart

Name: my_awesome_opus_books_model_mbart
Availability: InStock

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my_awesome_opus_books_model_mbart

This model is a fine-tuned version of facebook/mbart-large-50-many-to-many-mmt on an unknown dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Use 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: 10
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.902	1.0	4674	1.8273	21.0918	34.6839
1.6234	2.0	9348	1.7442	22.2418	34.2832
1.4264	3.0	14022	1.7224	22.4991	34.2291
1.2445	4.0	18696	1.7395	22.5686	34.1969
1.1011	5.0	23370	1.7810	22.423	33.968
0.9834	6.0	28044	1.8191	22.356	33.9389
0.8978	7.0	32718	1.8680	22.1928	34.1662
0.7984	8.0	37392	1.9160	22.1593	34.27
0.7453	9.0	42066	1.9513	21.8321	33.8822
0.7035	10.0	46740	1.9794	21.882	33.9978