t5-small_summarizer – AI Model by Human420 | AlphaNeural AI

You can deploy this model and start earning money today!

Human420/
t5-small_summarizer

like

0

text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

Views

No views yet

t5-small_summarizer

This model is a fine-tuned version of t5-small on the billsum dataset. It achieves the following results on the evaluation set:

Loss: 2.5093
Rouge1: 0.1409
Rouge2: 0.0481
Rougel: 0.1175
Rougelsum: 0.1173
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	2.7894	0.1255	0.0343	0.1059	0.1059	19.0
No log	2.0	124	2.5865	0.136	0.0442	0.1142	0.1139	19.0
No log	3.0	186	2.5259	0.141	0.0473	0.117	0.1169	19.0
No log	4.0	248	2.5093	0.1409	0.0481	0.1175	0.1173	19.0

Framework versions

Transformers 4.36.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.15.0