bengali_news_article_summarization_BanglaT5 – AI Model by fahad1770 | AlphaNeural AI

You can deploy this model and start earning money today!

fahad1770/
bengali_news_article_summarization_BanglaT5

like

0

text2text-generation

generated_from_trainer

csebuetnlp/banglat5

endpoints_compatible

Views

No views yet

bn_news_article_summarization

This model is a fine-tuned version of csebuetnlp/banglat5 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1868

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: 0.001
train_batch_size: 20
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 160
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine_with_restarts
lr_scheduler_warmup_steps: 100
num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.99	83	0.5499
No log	2.0	167	0.6308
16.0025	2.99	250	0.4921
16.0025	3.99	334	0.4755
0.5191	5.0	418	0.4795
0.5191	5.99	501	0.4719
0.5191	7.0	585	0.4575
0.4756	8.0	669	0.4345
0.4756	8.99	752	0.3438
0.4157	10.0	836	0.2664
0.4157	10.99	919	0.2263
0.2776	11.99	1003	0.2013
0.2776	13.0	1087	0.1899
0.2776	13.99	1170	0.1872
0.2269	14.89	1245	0.1868

Framework versions

Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2