# High-precision vectorization

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

XYZ-embedding-zh is a Chinese embedding model based on sentence-transformers, which can map sentences and paragraphs to a 1792-dimensional dense vector space and is suitable for tasks such as clustering and semantic search.

A Chinese sentence embedding model based on the CoSENT (Cosine Sentence) model, mapping sentences to a 768-dimensional dense vector space, suitable for tasks such as sentence embedding, text matching, or semantic search.