Qwen3-4B-RKLLM

Qwen3-4B-RKLLM

RKLLM-converted Qwen3-4B language-model artifacts for Rockchip RK3576 and RK3588 NPUs.

These hardware-specific .rkllm files require a compatible Rockchip RKLLM runtime. They are not Transformers checkpoints and cannot be loaded directly with Transformers, llama.cpp, or Ollama.

Base model

• Upstream model: Qwen/Qwen3-4B
• License: Apache-2.0
• Model type: LLM (text only)

Conversion and variants

Toolkit version

RKLLM Toolkit: v1.2.3

Use a file built for the exact target SoC.

The repository also includes Qwen3-4B_data_quant.json, used as calibration data during conversion.

Usage

hf download HanzoHuang/Qwen3-4B-RKLLM \
  RK3576/Qwen3-4B_RK3576_w4a16_g128.rkllm \
  --local-dir Qwen3-4B-RKLLM

Use the Qwen3 chat template with the RKLLM runtime. For Docker deployment, see Hanzo-Huang/rkllm-docker.

Limitations

These are target-specific converted artifacts. Validate quality, memory use, and runtime compatibility on your own Rockchip device.

Acknowledgements

Thanks to the Qwen Team, Rockchip, and the RKLLM community.