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contemmcm/
e95757d6ed0dc778429209652643d2a5

Name: e95757d6ed0dc778429209652643d2a5
Rating: 2.5 (5 reviews)

generated_from_trainer

facebook/mbart-large-cc25

finetune

endpoints_compatible

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e95757d6ed0dc778429209652643d2a5

This model is a fine-tuned version of facebook/mbart-large-cc25 on the Helsinki-NLP/opus_books [it-nl] dataset. It achieves the following results on the evaluation set:

Loss: 3.0401
Data Size: 1.0
Epoch Runtime: 20.4203
Bleu: 7.9094

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	8.8864	0	2.4586	0.0247
No log	1	58	5.1174	0.0078	3.4658	0.8219
No log	2	116	4.3745	0.0156	3.2434	1.4822
No log	3	174	4.0222	0.0312	5.1130	1.7272
No log	4	232	3.7667	0.0625	6.5154	2.3476
No log	5	290	3.4320	0.125	8.4002	3.0700
0.3579	6	348	3.1622	0.25	10.4175	4.5783
0.4541	7	406	2.9005	0.5	14.0618	5.7863
2.0052	8.0	464	2.7067	1.0	21.0606	6.3304
2.3583	9.0	522	2.6811	1.0	21.8922	6.6303
2.0483	10.0	580	2.6889	1.0	22.1144	7.3357
1.8143	11.0	638	2.7826	1.0	19.7068	7.6172
1.5662	12.0	696	2.8944	1.0	19.8229	8.1847
1.1117	13.0	754	3.0401	1.0	20.4203	7.9094

Framework versions

Transformers 4.57.0
Pytorch 2.8.0+cu128
Datasets 4.2.0
Tokenizers 0.22.1

contemmcm/e95757d6ed0dc778429209652643d2a5

e95757d6ed0dc778429209652643d2a5

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

contemmcm/
e95757d6ed0dc778429209652643d2a5