my_awesome_billsum_model

STORM024/my_awesome_billsum_model

my_awesome_billsum_model is a machine learning model from STORM024. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

License: apache-2.0
Model type: t5
Access: Public
Created: Aug 22, 2024
Updated: Aug 22, 2024
SHA: c4874cdc

Base models

Model card

From the Hugging Face model README

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: 2.5273
Rouge1: 0.1445
Rouge2: 0.0534
Rougel: 0.1188
Rougelsum: 0.1191
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	2.8152	0.1272	0.0406	0.1072	0.1074	19.0
No log	2.0	124	2.6091	0.1412	0.0479	0.1158	0.1157	19.0
No log	3.0	186	2.5442	0.1422	0.0509	0.1158	0.1159	19.0
No log	4.0	248	2.5273	0.1445	0.0534	0.1188	0.1191	19.0

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Type: t5
License: apache-2.0
Created: Aug 22, 2024
Updated: Aug 22, 2024