Task
Feature Extraction
Q
Qwen/Qwen3-Embedding-8B
Feature Extraction·Qwen· 2.4M· 719
sentence-transformers
apache-2.0
Feature Extraction
7.6B params
arxiv:2506.05176base_model:Qwen/Qwen3-8B-Basebase_model:finetune:Qwen/Qwen3-8B-Baselicense:apache-2.0deploy:azure
feature extraction · sentence-transformers model
# pull & run locally
pip install mlforge-sdk && mlforge pull Qwen/Qwen3-Embedding-8B
pip install mlforge-sdk && mlforge pull Qwen/Qwen3-Embedding-8B
Model details
Provider
Qwen
Framework
sentence-transformers
Parameters
7.6B
License
apache-2.0
Downloads
2.4M
Likes
719
Paper
arXiv:2506.05176
Updated
2025-07-07
About Qwen/Qwen3-Embedding-8B
The Qwen3 Embedding model series is the latest proprietary model of the Qwen family, specifically designed for text embedding and ranking tasks. Building upon the dense foundational models of the Qwen3 series, it provides a comprehensive range of text embeddings and reranking models in various sizes (0.6B, 4B, and 8B). This series inherits the exceptional multilingual capabilities, long-text understanding, and reasoning skills of its foundational model. The Qwen3 Embedding series represents significant advancements in multiple text embedding and ranking tasks, including text retrieval, code retrieval, text classification, text clustering, and bitext mining.