my_awesome_billsum_model – AI Model by Dannyp0 | AlphaNeural AI

You can deploy this model and start earning money today!

Dannyp0/
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 google-t5/t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 4.3085
Rouge1: 0.0601
Rouge2: 0.0182
Rougel: 0.0512
Rougelsum: 0.0499
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	1	4.7837	0.0601	0.0182	0.0512	0.0499	19.0
No log	2.0	2	4.5061	0.0601	0.0182	0.0512	0.0499	19.0
No log	3.0	3	4.4240	0.0601	0.0182	0.0512	0.0499	19.0
No log	4.0	4	4.3085	0.0601	0.0182	0.0512	0.0499	19.0

Framework versions

Transformers 4.38.1
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2