byt5_1k

AlexWang99/byt5_1k

byt5_1k is a machine learning model from AlexWang99. 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.

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

Downloads · 30 days

10% of all-time downloads

All-time downloads

Public

Parameters

300M

4.8 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.pt2.4 GB · 67%

At a glance

Library: transformers
Model type: t5
Access: Public
Created: Apr 21, 2024
Updated: Apr 28, 2024
SHA: afb302fa

Model card

From the Hugging Face model README

byt5_1k

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0868

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: 0.0001
train_batch_size: 400
eval_batch_size: 800
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 20

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	3	0.1081
No log	2.0	6	0.0983
No log	3.0	9	0.1285
0.1432	4.0	12	0.0961
0.1432	5.0	15	0.1040
0.1432	6.0	18	0.1032
0.1488	7.0	21	0.0938
0.1488	8.0	24	0.0979
0.1488	9.0	27	0.0976
0.1375	10.0	30	0.0885
0.1375	11.0	33	0.0907
0.1375	12.0	36	0.0863
0.1375	13.0	39	0.0843
0.1297	14.0	42	0.0833
0.1297	15.0	45	0.0840
0.1297	16.0	48	0.0861
0.1241	17.0	51	0.0903
0.1241	18.0	54	0.0891
0.1241	19.0	57	0.0876
0.1185	20.0	60	0.0868

Framework versions

Transformers 4.35.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
Created: Apr 21, 2024
Updated: Apr 28, 2024