banglat5-headline-BanglaT5 – AI Model by mdosama39 | AlphaNeural AI

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mdosama39/
banglat5-headline-BanglaT5

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text2text-generation

generated_from_trainer

csebuetnlp/banglat5

text-generation-inference

endpoints_compatible

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banglat5-headline-BanglaT5

This model is a fine-tuned version of csebuetnlp/banglat5 on the None dataset. It achieves the following results on the evaluation set:

Loss: 3.6345
Rouge1: 0.0
Rouge2: 0.0
Rougel: 0.0
Rougelsum: 0.0
Gen Len: 11.9233

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
6.0394	1.0	403	4.8558	0.0	0.0	0.0	0.0	18.0817
4.8854	2.0	806	4.1942	0.0	0.0	0.0	0.0	13.6906
4.3995	3.0	1209	3.8558	0.0	0.0	0.0	0.0	12.4158
4.4694	4.0	1612	3.6887	0.0	0.0	0.0	0.0	12.0644
4.0905	5.0	2015	3.6345	0.0	0.0	0.0	0.0	11.9233

Framework versions

Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2