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Xlm Roberta Base Finetuned Panx Fr
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Xlm Roberta Base Finetuned Panx Fr

Developed by andreaschandra
French token classification model fine-tuned on the xtreme dataset based on XLM-RoBERTa-base
Sequence Labeling
Transformers
Open Source License:MIT#French Named Entity Recognition#Multilingual Pretraining#High F1 Score
Downloads 16
Release Time : 7/12/2022

Model Overview

This model is an optimized fine-tuned version of XLM-RoBERTa-base for French token classification tasks, demonstrating excellent performance on the PAN-X.fr dataset.

Model Features

High-Performance French Token Classification
Achieves an F1 score of 0.9275 on the PAN-X.fr dataset
Based on XLM-RoBERTa Architecture
Utilizes a powerful multilingual pretrained model for fine-tuning
Lightweight Fine-tuning
Requires only 3 training epochs to achieve excellent performance

Model Capabilities

French text token classification
Named Entity Recognition

Use Cases

Natural Language Processing
French Text Entity Recognition
Identifies entities such as person names, locations, and organization names in French text
F1 score reaches 0.9275
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