my_awesome_billsum_model – AI Model by poilog | AlphaNeural AI

You can deploy this model and start earning money today!

poilog/
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: 2.5392
Rouge1: 0.1391
Rouge2: 0.0518
Rougel: 0.1154
Rougelsum: 0.1156
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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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	2.8238	0.1212	0.0338	0.1022	0.1023	19.0
No log	2.0	124	2.6163	0.1325	0.0438	0.1093	0.1094	19.0
No log	3.0	186	2.5556	0.1385	0.0513	0.1149	0.1151	19.0
No log	4.0	248	2.5392	0.1391	0.0518	0.1154	0.1156	19.0

Framework versions

Transformers 4.46.3
Pytorch 2.5.1
Datasets 2.19.1
Tokenizers 0.20.1