visalkao/sentiment-analysis-french

French Sentiment Analysis with CamemBERT

This model predicts sentiment (0: NEGATIVE, 1: POSITIVE) for French product reviews.

How to Test the model

You can go to the space attach to this model - https://huggingface.co/spaces/visalkao/sentiment-analysis-french

Note:

This model is finetuned on a subset of tblard/allocine dataset (7000 random samples 50-50).

Example Output

{
  "label": "POSITIVE",
  "score": 0.98
}

Training procedure

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• weight_decay=0.01
• num_epochs: 10

Training results

Here is the result of training:

Epoch	Training Loss	Validation Loss	Accuracy on Validation	Precision on Validation
1	0.224300	0.166868	0.954000	0.955621
2	0.224000	0.174095	0.959500	0.959500
3	0.145400	0.194145	0.961500	0.961873