Qwen3-Embedding-8B is an 8-billion parameter text embedding model developed by the Tongyi Qianwen team at Alibaba. It is optimized and implemented based on the MLX library and is specifically designed for sentence similarity calculation and text feature extraction tasks.

Natural Language ProcessingMlx

Qwen3-Embedding-8B is the latest proprietary model in the Qwen family, designed for text embedding and ranking tasks. It is built on the dense base model of the Qwen3 series and has excellent multilingual capabilities and long text understanding capabilities.

Natural Language ProcessingSentence-transformers

This is a 4-bit DWQ quantized version converted from Qwen/Qwen3-Embedding-8B, suitable for the embedding model of the MLX framework.

Natural Language ProcessingMlx

The Qwen3 Embedding model series is the latest self-developed model of the Tongyi family, designed specifically for text embedding and ranking tasks, supporting more than 100 languages, and ranking first on the MTEB multilingual leaderboard.

Natural Language ProcessingSentence-transformers

GPTQ quantized version of Qwen3-Embedding-8B, significantly reducing VRAM requirements while maintaining high performance

Natural Language ProcessingSentence-transformers