summary-bbc-dataset-v6

ifyou819/summary-bbc-dataset-v6

summary-bbc-dataset-v6 is a machine learning model from ifyou819. 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.

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

Downloads · 30 days

4% of all-time downloads

All-time downloads

240

Public

Parameters

571M

2.3 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors2.3 GB · 100%

At a glance

Library: transformers
Model type: pegasus
Access: Public
Created: Jun 4, 2024
Updated: Jun 4, 2024
SHA: 761bbe58

Base models

ifyou819/summary-bbc-dataset-v5

Model card

From the Hugging Face model README

summary-bbc-dataset-v6

This model is a fine-tuned version of ifyou819/summary-bbc-dataset-v5 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.1532

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-08
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
1.3584	1.0	100	1.1533
1.6453	2.0	200	1.1533
1.4439	3.0	300	1.1533
1.4338	4.0	400	1.1532
1.5266	5.0	500	1.1532

ROUGE

ROUGE-1: 0.5341943524066477
ROUGE-2: 0.3911030610318238
ROUGE-L: 0.4204449670524875

Framework versions

Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.19.1

Library: transformers
Type: pegasus
Created: Jun 4, 2024
Updated: Jun 4, 2024