sa_french_tr_test

judithrosell/sa_french_tr_test

sa_french_tr_test is a text classification model from judithrosell. 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: xlm-roberta
Access: Public
Created: May 9, 2023
Updated: May 9, 2023
SHA: 66e0398a

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Model card

From the Hugging Face model README

sa_french_tr_test

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

Loss: 0.7813
Accuracy: 0.82

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: 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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	94	0.4698	0.824
No log	2.0	188	0.4229	0.836
No log	3.0	282	0.4974	0.838
No log	4.0	376	0.7081	0.828
No log	5.0	470	0.7813	0.82

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Task: Text Classification
Library: transformers
Type: xlm-roberta
License: mit
Created: May 9, 2023
Updated: May 9, 2023