mT5_multilingual_XLSum-marathi-summarization

Existance/mT5_multilingual_XLSum-marathi-summarization

mT5_multilingual_XLSum-marathi-summarization is a machine learning model from Existance. 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.

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

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At a glance

Library: transformers
Model type: mt5
Access: Public
Created: Aug 28, 2023
Updated: Aug 28, 2023
SHA: 3ad4a651

Model card

From the Hugging Face model README

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

Library: transformers
Type: mt5
Created: Aug 28, 2023
Updated: Aug 28, 2023