t5-large-amazon-reviews-multi

thainq107/t5-large-amazon-reviews-multi

t5-large-amazon-reviews-multi is a machine learning model from thainq107. 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: Sep 9, 2023
Updated: Sep 9, 2023
SHA: 03a4a03b

Model card

From the Hugging Face model README

t5-large-amazon-reviews-multi

This model is a fine-tuned version of t5-large on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4490
Accuracy: 0.6136

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: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.4432	1.0	12500	0.4469	0.6092
0.4099	2.0	25000	0.4583	0.6126
0.3423	3.0	37500	0.4853	0.6064
0.2906	4.0	50000	0.5539	0.6004
0.2497	5.0	62500	0.6157	0.5976

Framework versions

Transformers 4.27.1
Pytorch 2.0.1
Datasets 2.9.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Sep 9, 2023
Updated: Sep 9, 2023