amazon_review_summarizer

Pennywise881/amazon_review_summarizer

amazon_review_summarizer is a machine learning model from Pennywise881. 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 11, 2024
Updated: May 11, 2024
SHA: eafba8e7

Base models

google-t5/t5-small

Model card

From the Hugging Face model README

amazon_review_summarizer

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

Loss: 0.5393
Rouge1: 0.0
Rouge2: 0.0
Rougel: 0.0
Rougelsum: 0.0
Gen Len: 0.0

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: 2e-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: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	79	1.4164	0.0199	0.0043	0.0176	0.0179	3.5222
7.3227	2.0	158	0.6051	0.0	0.0	0.0	0.0	0.0
1.097	3.0	237	0.5637	0.0	0.0	0.0	0.0	0.0
0.6882	4.0	316	0.5393	0.0	0.0	0.0	0.0	0.0

Framework versions

Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: May 11, 2024
Updated: May 11, 2024