my_awesome_billsum_model – AI Model by shri07 | AlphaNeural AI

You can deploy this model and start earning money today!

shri07/
my_awesome_billsum_model

like

0

text2text-generation

generated_from_trainer

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: 2.5092
Rouge1: 0.1486
Rouge2: 0.0551
Rougel: 0.123
Rougelsum: 0.1226
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: 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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.7960	0.131	0.0394	0.1101	0.1099	19.0
No log	2.0	124	2.5857	0.1389	0.0502	0.1167	0.1162	19.0
No log	3.0	186	2.5245	0.1462	0.054	0.1217	0.1215	19.0
No log	4.0	248	2.5092	0.1486	0.0551	0.123	0.1226	19.0

Framework versions

Transformers 4.26.0
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2