drawais/Qwen3-Embedding-0.6B-AWQ-INT4

Qwen3-Embedding-0.6B-AWQ-INT4

INT4 weight-only quantization of `Qwen/Qwen3-Embedding-0.6B`.

Qwen 3 Embedding 0.6B in INT4. Tiny, fast, runs anywhere.

Load (vLLM)

vllm serve drawais/Qwen3-Embedding-0.6B-AWQ-INT4 \
  --max-model-len 32768 \
  --gpu-memory-utilization 0.94

from vllm import LLM, SamplingParams
llm = LLM(model="drawais/Qwen3-Embedding-0.6B-AWQ-INT4", max_model_len=32768)
print(llm.generate(["Hello!"], SamplingParams(max_tokens=128))[0].outputs[0].text)

Footprint

~0.5 GB on disk. Recommended VRAM: enough headroom for KV cache.

License & attribution

This artifact is a derivative work of `Qwen/Qwen3-Embedding-0.6B`, released by its original authors under the Apache License, Version 2.0.

This artifact is distributed under the same license. The full license text is included in `LICENSE`, and required attribution is in `NOTICE`.

License text: https://www.apache.org/licenses/LICENSE-2.0 Source model: https://huggingface.co/Qwen/Qwen3-Embedding-0.6B