roberta-urdu-small-finetuned-news

SyedArsal/roberta-urdu-small-finetuned-news

roberta-urdu-small-finetuned-news is a multiple choice model from SyedArsal. Use it for the multiple choice 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 mit.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: multiple choice
Library: transformers
License: mit
Model type: roberta
Access: Public
Created: Jul 29, 2022
Updated: Aug 3, 2022
SHA: df5c625d

Model card

From the Hugging Face model README

roberta-urdu-small-finetuned-news

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

Loss: 0.2702
Accuracy: 0.9482

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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.5949	1.0	938	0.3626	0.9029
0.1351	2.0	1876	0.2545	0.9389
0.0281	3.0	2814	0.2702	0.9482

Framework versions

Transformers 4.21.0
Pytorch 1.12.0+cu113
Datasets 2.4.0
Tokenizers 0.12.1

Task: multiple choice
Library: transformers
Type: roberta
License: mit
Created: Jul 29, 2022
Updated: Aug 3, 2022