my_awesome_billsum_model – AI Model by parvathyip | AlphaNeural AI

You can deploy this model and start earning money today!

parvathyip/
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 an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.4833
Rouge1: 0.1571
Rouge2: 0.0635
Rougel: 0.1314
Rougelsum: 0.131
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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.8218	0.1315	0.0361	0.108	0.108	19.0
No log	2.0	124	2.6034	0.1348	0.0441	0.1132	0.1134	19.0
No log	3.0	186	2.5262	0.1442	0.051	0.1203	0.1202	19.0
No log	4.0	248	2.4925	0.1558	0.0604	0.1294	0.1294	19.0
No log	5.0	310	2.4833	0.1571	0.0635	0.1314	0.131	19.0

Framework versions

Transformers 4.38.0.dev0
Pytorch 2.1.1+cu118
Datasets 2.15.0
Tokenizers 0.15.0