camembert_classification_tools_fr

AntoineD/camembert_classification_tools_fr

camembert_classification_tools_fr is a text classification model from AntoineD. 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: Nov 9, 2023
Updated: Nov 9, 2023
SHA: b652e033

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Base models

Model card

From the Hugging Face model README

camembert_classification_tools_fr

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

Loss: 1.1971
Accuracy: 0.8

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: 0.0001
train_batch_size: 24
eval_batch_size: 192
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	5	1.9901	0.45
No log	2.0	10	1.8450	0.525
No log	3.0	15	1.6934	0.625
No log	4.0	20	1.5597	0.65
No log	5.0	25	1.4364	0.775
No log	6.0	30	1.3490	0.825
No log	7.0	35	1.2849	0.825
No log	8.0	40	1.2342	0.85
No log	9.0	45	1.2078	0.8
No log	10.0	50	1.1971	0.8

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu117
Datasets 2.14.5
Tokenizers 0.14.1

Task: Text Classification
Library: transformers
Type: camembert
License: mit
Created: Nov 9, 2023
Updated: Nov 9, 2023