mestrado2

clertonalmeida/mestrado2

mestrado2 is a machine learning model from clertonalmeida. 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. --

Downloads · 30 days

13% of all-time downloads

All-time downloads

Public

Repo size

485 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin242 MB · 99%

At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Jul 30, 2023
Updated: Jul 31, 2023
SHA: f0ff9230

Datasets

billsum

Model card

From the Hugging Face model README

mestrado2

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

Loss: 2.3871
Rouge1: 0.1779
Rouge2: 0.0795
Rougel: 0.1466
Rougelsum: 0.1465
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: 8
eval_batch_size: 8
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	124	2.5828	0.1315	0.0439	0.1098	0.1098	19.0
No log	2.0	248	2.4492	0.1456	0.0537	0.1196	0.1194	19.0
No log	3.0	372	2.3987	0.1711	0.0733	0.1418	0.1418	19.0
No log	4.0	496	2.3871	0.1779	0.0795	0.1466	0.1465	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: Jul 30, 2023
Updated: Jul 31, 2023