news-summary-t5-model-2 – AI Model by shivraj221 | AlphaNeural AI

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shivraj221/
news-summary-t5-model-2

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text2text-generation

generated_from_trainer

google/mt5-small

endpoints_compatible

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news-summary-t5-model-2

This model is a fine-tuned version of google/mt5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.5691
Rouge1: 29.9122
Rouge2: 11.6784
Rougel: 26.812
Rougelsum: 26.8345

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: 5.6e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
8.1234	1.0	440	3.3123	18.1585	5.9435	16.7364	16.7646
4.2107	2.0	880	2.8404	22.9864	8.3815	20.8354	20.9346
3.738	3.0	1320	2.7354	26.5984	10.0823	23.912	23.9585
3.4864	4.0	1760	2.6756	27.1487	10.1681	24.3788	24.4672
3.3642	5.0	2200	2.6224	28.7513	11.5416	26.2106	26.2335
3.269	6.0	2640	2.5883	29.6461	11.8038	26.7581	26.7764
3.212	7.0	3080	2.5677	29.8037	11.6582	26.5532	26.5455
3.186	8.0	3520	2.5691	29.9122	11.6784	26.812	26.8345

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.19.2
Tokenizers 0.19.1