bart-large-translation-spa-pbb – AI Model by Broomva | AlphaNeural AI

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Broomva/
bart-large-translation-spa-pbb

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text2text-generation

generated_from_trainer

facebook/bart-large

endpoints_compatible

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bart-large-translation-spa-pbb

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

Loss: 2.6252
Bleu: 0.233
Gen Len: 11.0184

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 10
num_epochs: 15
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
2.6025	1.0	304	3.0281	0.0	7.7339
3.694	2.0	608	2.8050	0.0	5.3307
2.3214	3.0	912	2.6729	0.0	11.5929
2.0	4.0	1216	2.6280	0.4389	10.8669
2.0676	5.0	1520	2.6142	1.5675	9.6904
1.8422	6.0	1824	2.6252	0.233	11.0184

Framework versions

Transformers 4.35.2
Pytorch 1.13.1+cu117
Datasets 2.15.0
Tokenizers 0.15.0