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contemmcm/
21b36bc71521395884b7f1ea80917759

Name: 21b36bc71521395884b7f1ea80917759
Rating: 2.5 (5 reviews)

generated_from_trainer

facebook/mbart-large-50

finetune

mit

endpoints_compatible

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21b36bc71521395884b7f1ea80917759

This model is a fine-tuned version of facebook/mbart-large-50 on the Helsinki-NLP/opus_books [es-fr] dataset. It achieves the following results on the evaluation set:

Loss: 1.6704
Data Size: 1.0
Epoch Runtime: 347.0897
Bleu: 15.3118

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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 4
total_train_batch_size: 32
total_eval_batch_size: 32
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: constant
num_epochs: 50

Training results

Training Loss	Epoch	Step	Validation Loss	Data Size	Epoch Runtime	Bleu
No log	0	0	6.7590	0	28.9154	0.8775
No log	1	1407	3.9665	0.0078	31.4932	7.9537
No log	2	2814	2.6803	0.0156	34.8292	12.3779
0.0765	3	4221	1.7981	0.0312	40.3343	10.4232
13.5591	4	5628	8.6174	0.0625	50.7912	0.0035
6.0329	5	7035	2.2404	0.125	70.3980	12.2475
1.7187	6	8442	1.6454	0.25	110.7253	16.2216
1.5026	7	9849	1.4775	0.5	189.4410	15.1438
1.2545	8.0	11256	1.3769	1.0	345.4491	16.0941
1.0182	9.0	12663	1.3862	1.0	348.9967	15.5656
0.8932	10.0	14070	1.4615	1.0	346.5589	18.3574
0.6834	11.0	15477	1.5304	1.0	347.0154	17.6746
0.5233	12.0	16884	1.6704	1.0	347.0897	15.3118

Framework versions

Transformers 4.57.0
Pytorch 2.8.0+cu128
Datasets 4.2.0
Tokenizers 0.22.1

contemmcm/21b36bc71521395884b7f1ea80917759

21b36bc71521395884b7f1ea80917759

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

contemmcm/
21b36bc71521395884b7f1ea80917759