first_s2s_model – AI Model by emoc | AlphaNeural AI

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first_s2s_model

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text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

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first_s2s_model

This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 3.1438
Rouge1: 0.2338
Rouge2: 0.0532
Rougel: 0.1863
Rougelsum: 0.1866
Gen Len: 18.8841

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: 5
eval_batch_size: 5
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	Gen Len
No log	1.0	110	3.3690	0.1927	0.0435	0.1555	0.1554	19.0
No log	2.0	220	3.2565	0.1986	0.0441	0.1571	0.1568	19.0
No log	3.0	330	3.2053	0.2262	0.0522	0.1789	0.1786	18.8913
No log	4.0	440	3.1787	0.2346	0.0566	0.1862	0.1869	18.8841
3.5678	5.0	550	3.1615	0.2349	0.0553	0.1879	0.1885	18.9493
3.5678	6.0	660	3.1521	0.2348	0.0538	0.1886	0.1892	18.9058
3.5678	7.0	770	3.1458	0.2346	0.0527	0.1866	0.1873	18.9058
3.5678	8.0	880	3.1438	0.2338	0.0532	0.1863	0.1866	18.8841

Framework versions

Transformers 4.26.1
Pytorch 1.9.0+cu102
Datasets 2.9.0
Tokenizers 0.13.2