my_awesome_billsum_model – AI Model by hftest2242 | AlphaNeural AI

You can deploy this model and start earning money today!

hftest2242/
my_awesome_billsum_model

like

0

text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

Views

No views yet

my_awesome_billsum_model

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

Loss: 2.3574
Rouge1: 0.1993
Rouge2: 0.1009
Rougel: 0.1702
Rougelsum: 0.1704
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: 2e-05
train_batch_size: 4
eval_batch_size: 4
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	248	2.5145	0.1394	0.0522	0.1171	0.1172	19.0
No log	2.0	496	2.4057	0.1935	0.0951	0.1642	0.1644	19.0
2.8828	3.0	744	2.3667	0.2004	0.1024	0.1716	0.1717	19.0
2.8828	4.0	992	2.3574	0.1993	0.1009	0.1702	0.1704	19.0

Framework versions

Transformers 4.34.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.14.0