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Alibaba
Qwen3-Embedding-8B
Live · US + CAtextApache 2.0
Topped the MTEB multilingual leaderboard at release, and still the standard open embedding family.
Specs
- Model id
qwen3-embedding-8b- Weights released
- Jun 5, 2025
- Parameters
- 8B
- Architecture
- Dense
- Context
- 32K tokens (32,768)
- Input
- text
- License
- Apache 2.0
- Regions
- us, ca
- Weights
- Qwen/Qwen3-Embedding-8B ↗
Use it
Three lines of code, or zero.
OpenAI-compatible. Use the model id below, or auto to let the router decide when this model is worth it.
import os
from openai import OpenAI
client = OpenAI(base_url=os.environ["ST_BASE_URL"], api_key=os.environ["ST_API_KEY"])
vec = client.embeddings.create(model="qwen3-embedding-8b", input="open weights, served hot")