byt5-base-es_kbh

mekjr1/byt5-base-es_kbh

byt5-base-es_kbh 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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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Apr 13, 2023
Updated: Apr 13, 2023
SHA: 3c70916c

Model card

From the Hugging Face model README

byt5-base-es_kbh

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: 0.7315
Bleu: 5.1736
Gen Len: 100.0266

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	395	1.0572	0.0232	19.0
1.5347	2.0	790	0.9249	0.1035	19.0
1.0539	3.0	1185	0.8549	0.1313	19.0
0.9461	4.0	1580	0.8109	0.1392	19.0
0.9461	5.0	1975	0.7860	0.1545	19.0
0.8824	6.0	2370	0.7620	0.1756	19.0
0.8447	7.0	2765	0.7495	0.1705	19.0
0.814	8.0	3160	0.7384	0.14	19.0
0.8031	9.0	3555	0.7331	0.1807	19.0
0.8031	10.0	3950	0.7315	0.1841	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, kbh
Created: Apr 13, 2023
Updated: Apr 13, 2023