camembert-base-finetuned-LineCause

louisdeco/camembert-base-finetuned-LineCause

camembert-base-finetuned-LineCause is a text classification model from louisdeco. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.

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

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At a glance

Task: Text Classification
Library: transformers
License: mit
Model type: camembert
Access: Public
Created: Jun 10, 2022
Updated: Jun 10, 2022
SHA: 5f7b52a4

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Model card

From the Hugging Face model README

camembert-base-finetuned-LineCause

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

Loss: 0.0001
Accuracy: 1.0
F1: 1.0
Recall: 1.0

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: 50
eval_batch_size: 50
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1	Recall
0.0428	1.0	4409	0.0002	1.0	1.0	1.0
0.0009	2.0	8818	0.0001	1.0	1.0	1.0

Framework versions

Transformers 4.19.3
Pytorch 1.11.0+cu113
Datasets 2.2.2
Tokenizers 0.12.1

Task: Text Classification
Library: transformers
Type: camembert
License: mit
Created: Jun 10, 2022
Updated: Jun 10, 2022