7epochisdabest – AI Model by atulxop | AlphaNeural AI

You can deploy this model and start earning money today!

atulxop/
7epochisdabest

like

0

text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

Views

No views yet

7epochisdabest

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

Loss: 2.6723
Rouge1: 0.1892
Rouge2: 0.0723
Rougel: 0.1517
Rougelsum: 0.1515
Gen Len: 19.0

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: 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: 7
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
3.0939	1.0	1370	2.7942	0.1877	0.0727	0.1506	0.1505	18.894
2.9829	2.0	2740	2.7420	0.1901	0.0734	0.1523	0.152	19.0
2.9343	3.0	4110	2.7119	0.1898	0.0733	0.1522	0.1521	19.0
2.9013	4.0	5480	2.6937	0.1891	0.0723	0.1514	0.1512	19.0
2.8908	5.0	6850	2.6799	0.1895	0.0723	0.1515	0.1513	19.0
2.8676	6.0	8220	2.6749	0.1889	0.0722	0.1518	0.1517	19.0
2.8433	7.0	9590	2.6723	0.1892	0.0723	0.1517	0.1515	19.0

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1