mt5-small-xlsum – AI Model by lljllll2219 | AlphaNeural AI

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lljllll2219/
mt5-small-xlsum

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text2text-generation

generated_from_trainer

google/mt5-small

endpoints_compatible

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mt5-small-xlsum

This model is a fine-tuned version of google/mt5-small on the xlsum dataset. It achieves the following results on the evaluation set:

Loss: 2.8395
Rouge1: 1.1945
Rouge2: 0.1467
Rougel: 1.1902
Rougelsum: 1.196

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
11.9992	1.0	125	4.0495	0.3829	0.0	0.3905	0.3905
5.8176	2.0	250	3.3431	0.491	0.0667	0.4988	0.4821
4.9907	3.0	375	3.1548	0.6481	0.08	0.6766	0.6655
4.6486	4.0	500	3.0347	1.0105	0.1467	1.0398	1.0274
4.4541	5.0	625	2.9414	0.9581	0.1467	0.951	0.9643
4.3195	6.0	750	2.8837	1.1129	0.1467	1.1245	1.1193
4.2618	7.0	875	2.8473	1.1019	0.1467	1.1048	1.1224
4.2228	8.0	1000	2.8395	1.1945	0.1467	1.1902	1.196

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1