my_awesome_billsum_model

CBucci/my_awesome_billsum_model

my_awesome_billsum_model is a machine learning model from CBucci. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. 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

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Aug 25, 2023
Updated: Aug 28, 2023
SHA: 6c2d70ce

Base models

Datasets

billsum

Model card

From the Hugging Face model README

my_awesome_billsum_model

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

Loss: 2.4403
Rouge1: 0.1873
Rouge2: 0.0886
Rougel: 0.1581
Rougelsum: 0.1581
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

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.5052	0.1588	0.0628	0.1317	0.1319	19.0
No log	2.0	124	2.4658	0.1812	0.0822	0.1525	0.1525	19.0
No log	3.0	186	2.4464	0.1862	0.0878	0.1575	0.1575	19.0
No log	4.0	248	2.4403	0.1873	0.0886	0.1581	0.1581	19.0

Framework versions

Transformers 4.32.0
Pytorch 2.0.1
Datasets 2.14.4
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Aug 25, 2023
Updated: Aug 28, 2023