byt5-base-es_cbv

mekjr1/byt5-base-es_cbv

byt5-base-es_cbv 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 12, 2023
Updated: Apr 13, 2023
SHA: e3249c2e

Model card

From the Hugging Face model README

byt5-base-es_cbv

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: 0.6675
Bleu: 5.5318
Gen Len: 100.3826

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	386	0.9372	0.0256	19.0
1.4765	2.0	772	0.8219	0.0303	19.0
0.9443	3.0	1158	0.7708	0.022	19.0
0.8436	4.0	1544	0.7288	0.0562	19.0
0.8436	5.0	1930	0.7091	0.0469	19.0
0.7916	6.0	2316	0.6926	0.0464	19.0
0.7568	7.0	2702	0.6799	0.0536	19.0
0.7403	8.0	3088	0.6737	0.0547	19.0
0.7403	9.0	3474	0.6667	0.0532	19.0
0.7215	10.0	3860	0.6675	0.056	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, cbv
Created: Apr 12, 2023
Updated: Apr 13, 2023