metadata
license: cc-by-4.0
tags:
- multi-label-classification
- text-classification
- onnx
- web-classification
- firefox-ai
- preview
language:
- multilingual
datasets:
- tshasan/multi-label-web-classification
base_model: Alibaba-NLP/gte-modernbert-base
pipeline_tag: text-classification
modernBERT-URLTITLE-classifier-preview
Model Overview
This is a preview version of a multi-label web classification model fine-tuned from Alibaba-NLP/gte-modernbert-base. It classifies websites into multiple categories based on their URLs and titles. The model supports 11 labels: Uncatergorized,News, Entertainment, Shop, Chat, Education, Government, Health, Technology, Work, and Travel.
- Developed by: Taimur Hasan
- Model Type: Multi-label Text Classification
- Status: Preview (under active development
Architecture
- Fine-tuning: Unfroze the last 4 encoder layers and the pooler
- Problem Type: Multi-label classification
- Output Labels: 11 (
News,Entertainment,Shop,Chat,Education,Government,Health,Technology,Work,Travel,Uncatergorized) - Input Format: Concatenated string:
"{url}:{title}"