summary_token

raghavendramurali/summary_token

summary_token is a machine learning model from raghavendramurali. 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

4% of all-time downloads

All-time downloads

268

Public

Repo size

484 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: Apr 11, 2023
Updated: Apr 12, 2023
SHA: a81a2ce5

Datasets

billsum

Model card

From the Hugging Face model README

summary_token

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

Loss: 2.4884
Rouge1: 0.1426
Rouge2: 0.0523
Rougel: 0.1189
Rougelsum: 0.1192
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	2.7860	0.1286	0.0372	0.1087	0.1087	19.0
No log	2.0	124	2.5715	0.1359	0.0485	0.1141	0.1143	19.0
No log	3.0	186	2.5065	0.1394	0.0513	0.1164	0.1167	19.0
No log	4.0	248	2.4884	0.1426	0.0523	0.1189	0.1192	19.0

Framework versions

Transformers 4.27.4
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 11, 2023
Updated: Apr 12, 2023