Dedicated Endpoints

Run this model inference on single tenant GPU with unmatched speed and reliability at scale.

Learn more
Container

Run this model inference with full control and performance in your environment.

Learn more

Get help setting up a custom Dedicated Endpoints.

Talk with our engineer to get a quote for reserved GPU instances with discounts.

README

License: apache-2.0

Hosted via Hanzo gateway

Served at api.hanzo.ai as zen-embedding-8b.

Files

Native HuggingFace safetensors weights, loadable directly with transformers:

python

from transformers import AutoModel, AutoTokenizer
m = AutoModel.from_pretrained("zenlm/zen-embedding-8B")
t = AutoTokenizer.from_pretrained("zenlm/zen-embedding-8B")

For GGUF / Ollama deployment, see zenlm/zen-embedding-8B-GGUF.

Acknowledgements

Built on Qwen/Qwen3-Embedding-8B (Apache-2.0). Mirrored here as the canonical Zen embedding family entry.

Model provider

zenlm

Model tree

Base

Qwen/Qwen3-Embedding-8B

Fine-tuned

this model

Modalities

Input

Text

Output

Text

Pricing

Dedicated Endpoints

View details

Supported Functionality

Model APIs

Dedicated Endpoints

Container

More information

Explore FriendliAI today