product_description_generation

yash261/product_description_generation

product_description_generation is a machine learning model from yash261. 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. --

Downloads · 30 days

26% of all-time downloads

All-time downloads

Public

Repo size

622 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin242 MB · 63%

At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: May 12, 2023
Updated: May 12, 2023
SHA: c1562b6c

Model card

From the Hugging Face model README

product_description_generator

This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 4.0241
Rouge1: 0.1639
Rouge2: 0.0
Rougel: 0.1337
Rougelsum: 0.1357
Gen Len: 11.4

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	Rougel	Rougelsum	Gen Len
No log	1.0	6	4.2311	0.1365	0.1103	0.1102	12.1
No log	2.0	12	4.1437	0.1668	0.1321	0.1332	13.2
No log	3.0	18	4.0572	0.143	0.1152	0.1152	11.8
No log	4.0	24	4.0241	0.1639	0.1337	0.1357	11.4

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: May 12, 2023
Updated: May 12, 2023