my_article_model2 – AI Model by hussainBurhan | AlphaNeural AI

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hussainBurhan/
my_article_model2

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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my_article_model2

This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.8307
Rouge1: 0.002
Rouge2: 0.0011
Rougel: 0.002
Rougelsum: 0.002
Gen Len: 0.095

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	50	2.2217	0.0401	0.017	0.0369	0.0372	2.09
No log	2.0	100	1.8971	0.001	0.0005	0.001	0.001	0.095
No log	3.0	150	1.8432	0.001	0.0005	0.001	0.001	0.095
No log	4.0	200	1.8307	0.002	0.0011	0.002	0.002	0.095

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1