byt5-small-ft-americas23

mrm8488/byt5-small-ft-americas23

byt5-small-ft-americas23 is a machine learning model from mrm8488. 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: May 19, 2023
Updated: May 19, 2023
SHA: a7f29df5

Model card

From the Hugging Face model README

byt5-small-ft-americas23-3

This model is a fine-tuned version of google/byt5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2834

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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
0.4496	0.13	1000	0.2987
0.3864	0.26	2000	0.2873
0.3677	0.39	3000	0.2861
0.3515	0.53	4000	0.2838
0.3521	0.66	5000	0.2831
0.3408	0.79	6000	0.2827
0.346	0.92	7000	0.2834

Framework versions

Transformers 4.29.2
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: May 19, 2023
Updated: May 19, 2023