camembert-base-finetuned-sentence-simplification-fr

celinely/camembert-base-finetuned-sentence-simplification-fr

camembert-base-finetuned-sentence-simplification-fr is a machine learning model from celinely. 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. --

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At a glance

Library: transformers
Model type: encoder-decoder
Access: Public
Created: Oct 27, 2022
Updated: Nov 10, 2022
SHA: 28b0573d

Model card

From the Hugging Face model README

camembert-base-finetuned-sentence-simplification-fr

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

Loss: 0.0001
Rouge1: 100.0
Rouge2: 100.0
Rougel: 100.0
Rougelsum: 100.0

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: 5e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
0.0202	1.0	167	0.0006	99.978	99.9587	99.978	99.978
0.0034	2.0	334	0.0001	100.0	100.0	100.0	100.0
0.0019	3.0	501	0.0001	100.0	100.0	100.0	100.0

Framework versions

Transformers 4.23.1
Pytorch 1.12.1+cu102
Datasets 2.6.1
Tokenizers 0.13.1

Library: transformers
Type: encoder-decoder
Created: Oct 27, 2022
Updated: Nov 10, 2022