bart-large-translation-spa-pbb

Broomva/bart-large-translation-spa-pbb

bart-large-translation-spa-pbb is a machine learning model from Broomva. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: apache-2.0
Model type: bart
Access: Public
Created: Dec 4, 2023
Updated: Dec 4, 2023
SHA: 9f5ec526

Base models

facebook/bart-large

Model card

From the Hugging Face model README

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

Library: transformers
Type: bart
License: apache-2.0
Created: Dec 4, 2023
Updated: Dec 4, 2023