UrduSum5k_multi2

Alefiah/UrduSum5k_multi2

UrduSum5k_multi2 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. --

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At a glance

Library: transformers
License: apache-2.0
Model type: mt5
Access: Public
Created: Apr 26, 2024
Updated: Apr 28, 2024
SHA: 5b36f8a9

Model card

From the Hugging Face model README

UrduSum5k_multi2

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: 3.2260
Rouge1: 0.14
Rouge2: 0.0333
Rougel: 0.14
Rougelsum: 0.14
Gen Len: 34.6705

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
3.8803	1.0	1500	3.2260	0.14	0.0333	0.14	0.14	34.6705

Framework versions

Transformers 4.28.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.13.3

Library: transformers
Type: mt5
License: apache-2.0
Created: Apr 26, 2024
Updated: Apr 28, 2024