byt5-base-es_pbb

mekjr1/byt5-base-es_pbb

byt5-base-es_pbb is a machine learning model from mekjr1. 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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Hugging Face

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Apr 12, 2023
Updated: Apr 13, 2023
SHA: bd3f5c3c

Model card

From the Hugging Face model README

byt5-base-es_pbb

This model is a fine-tuned version of google/byt5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.8368
Bleu: 2.9665
Gen Len: 100.0518

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: 16
eval_batch_size: 16
seed: 65
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	397	1.1680	0.0083	19.0
1.7159	2.0	794	1.0287	0.0165	19.0
1.1916	3.0	1191	0.9632	0.0177	19.0
1.077	4.0	1588	0.9212	0.0307	19.0
1.077	5.0	1985	0.8921	0.0278	19.0
1.0159	6.0	2382	0.8694	0.0465	19.0
0.9723	7.0	2779	0.8543	0.0489	19.0
0.9457	8.0	3176	0.8452	0.0451	19.0
0.9276	9.0	3573	0.8381	0.0496	19.0
0.9276	10.0	3970	0.8368	0.048	19.0

Framework versions

Transformers 4.27.4
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Languages: es, pbb
Created: Apr 12, 2023
Updated: Apr 13, 2023