README.md

---
language:
- fr
datasets:
- amazon_reviews_multi
license: mit
---

# flaubert sentiment

This is a `flaubert` model finetuned for sentiment analysis on company emails in French. It predicts the sentiment of the email, from `negative` to `positive`.

This model is intended for direct use as a sentiment analysis model for French emails, or for further finetuning on related sentiment analysis tasks.

## Training data

The training data consists of the French portion of `emails_multi`, supplemented with another 40,000 similar emails.

## Accuracy

The finetuned model was evaluated on the French test set of `emails_multi`.

- Accuracy (exact) is the exact match on the number of stars.
- Accuracy (off-by-1) is the percentage of reviews where the number of stars the model predicts differs by a maximum of 1 from the number given by the human reviewer. 


| Language | Accuracy (exact) | 
| -------- | ---------------------- 
| French  |95%                 |