UrduSum20k

Alefiah/UrduSum20k

UrduSum20k is a machine learning model from Alefiah. 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

13% of all-time downloads

All-time downloads

Public

Repo size

14.4 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin1.2 GB · 98%

At a glance

Library: transformers
License: apache-2.0
Model type: mt5
Access: Public
Created: May 10, 2024
Updated: May 10, 2024
SHA: 62649e7c

Model card

From the Hugging Face model README

UrduSum20k

This model is a fine-tuned version of ahmed0189/mT5-Arabic-text-summarization on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.7255
Rouge1: 0.3167
Rouge2: 0.0125
Rougel: 0.3167
Rougelsum: 0.3167
Gen Len: 36.2406

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: 2
eval_batch_size: 2
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	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
3.2348	1.0	6000	2.7255	0.3167	0.0125	0.3167	0.3167	36.2406

Framework versions

Transformers 4.28.0
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.13.3

Library: transformers
Type: mt5
License: apache-2.0
Created: May 10, 2024
Updated: May 10, 2024