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Existance/
mT5_multilingual_XLSum-marathi-summarization

Name: mT5_multilingual_XLSum-marathi-summarization
Availability: InStock

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mT5_multilingual_XLSum-marathi-summarization

This model is a fine-tuned version of csebuetnlp/mT5_multilingual_XLSum on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0760

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: 1
eval_batch_size: 1
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
0.5994	0.55	100	0.1662
0.2766	1.09	200	0.1032
0.1967	1.64	300	0.0881
0.194	2.19	400	0.0850
0.1667	2.73	500	0.0821
0.1615	3.28	600	0.0780
0.1368	3.83	700	0.0783
0.1372	4.37	800	0.0762
0.1265	4.92	900	0.0760

Framework versions

Transformers 4.30.2
Pytorch 2.0.0+cpu
Datasets 2.1.0
Tokenizers 0.13.3

Existance/mT5_multilingual_XLSum-marathi-summarization

mT5_multilingual_XLSum-marathi-summarization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Existance/
mT5_multilingual_XLSum-marathi-summarization