my_awesome_billsum_model

Audi24/my_awesome_billsum_model

my_awesome_billsum_model is a machine learning model from Audi24. 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: Jun 27, 2023
Updated: Jun 27, 2023
SHA: a931dbd0

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: 2.5663
Rouge1: 0.1383
Rouge2: 0.0472
Rougel: 0.1145
Rougelsum: 0.1142
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	2.8541	0.123	0.0362	0.1043	0.104	19.0
No log	2.0	124	2.6482	0.1313	0.0446	0.1096	0.1096	19.0
No log	3.0	186	2.5831	0.1361	0.0461	0.1126	0.1124	19.0
No log	4.0	248	2.5663	0.1383	0.0472	0.1145	0.1142	19.0

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Jun 27, 2023
Updated: Jun 27, 2023