bart-base-finetuned-text-simplification

husseinMoh/bart-base-finetuned-text-simplification

bart-base-finetuned-text-simplification is a machine learning model from husseinMoh. 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: bart
Access: Public
Created: Apr 24, 2023
Updated: Apr 24, 2023
SHA: b9648569

Datasets

wiki_auto

Model card

From the Hugging Face model README

bart-base-finetuned-text-simplification

This model is a fine-tuned version of facebook/bart-base on the wiki_auto dataset. It achieves the following results on the evaluation set:

Loss: 7.4564
Sari: 58.8687

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: 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: 3.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Sari
0.1758	1.0	23363	6.7617	58.9526
0.1474	2.0	46726	7.1742	58.8800
0.1349	3.0	70089	7.4564	58.8687

Framework versions

Transformers 4.27.4
Pytorch 1.13.0
Datasets 2.1.0
Tokenizers 0.13.2

Library: transformers
Type: bart
License: apache-2.0
Created: Apr 24, 2023
Updated: Apr 24, 2023