zenlm/zen-embedding-0.6B

Zen Embedding 0.6B

0.6B-parameter sentence-embedding model for retrieval-augmented generation, semantic search, and dense retrieval. Part of the Zen embedding family.

Hosted via Hanzo gateway

Served at api.hanzo.ai as zen-embedding-0.6b.

Files

Native HuggingFace safetensors weights, loadable directly with transformers:

from transformers import AutoModel, AutoTokenizer
m = AutoModel.from_pretrained("zenlm/zen-embedding-0.6B")
t = AutoTokenizer.from_pretrained("zenlm/zen-embedding-0.6B")

For GGUF / Ollama deployment, see zenlm/zen-embedding-0.6B-GGUF.

Acknowledgements

Built on Qwen/Qwen3-Embedding-0.6B (Apache-2.0). Mirrored here as the canonical Zen embedding family entry.