pegasus-pubmed-20k-bottom-tokens

Chung-Fan/pegasus-pubmed-20k-bottom-tokens

pegasus-pubmed-20k-bottom-tokens is a machine learning model from Chung-Fan. 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

9% of all-time downloads

All-time downloads

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
License: apache-2.0
Model type: pegasus
Access: Public
Created: Apr 29, 2024
Updated: Apr 29, 2024
SHA: 52affe12

Base models

tuner007/pegasus_summarizer

Model card

From the Hugging Face model README

pegasus-pubmed-20k-bottom-tokens

This model is a fine-tuned version of tuner007/pegasus_summarizer on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.3139

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: 5e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.6173	0.7477	500	1.3139

Framework versions

Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Library: transformers
Type: pegasus
License: apache-2.0
Created: Apr 29, 2024
Updated: Apr 29, 2024