my_awesome_billsum_model – AI Model by rdpatilds | AlphaNeural AI

You can deploy this model and start earning money today!

rdpatilds/
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: 2.4359
Rouge1: 0.1689
Rouge2: 0.0732
Rougel: 0.143
Rougelsum: 0.1431
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: 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: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	124	2.6287	0.1318	0.0424	0.11	0.11	19.0
No log	2.0	248	2.4971	0.1403	0.0482	0.1168	0.1169	19.0
No log	3.0	372	2.4484	0.1629	0.0675	0.1369	0.1371	19.0
No log	4.0	496	2.4359	0.1689	0.0732	0.143	0.1431	19.0

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu117
Datasets 2.13.1
Tokenizers 0.13.3