Qwen2.5-3B-Instruct-RKLLM

RKLLM-converted Qwen2.5-3B-Instruct 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/Qwen2.5-3B-Instruct
• License: Qwen Research License
• Model type: LLM (text only)

Review the upstream license and usage restrictions before use or redistribution.

Conversion and variants

Toolkit version

RKLLM Toolkit: v1.2.3

Use a file built for the exact target SoC.

Target	Quantization	File	SHA256
RK3576	W4A16	Qwen2.5-3B-Instruct_RK3576_w4a16.rkllm	5f2480e10a794848c8d4a5a21a61c015d96570f2a58e4543897b694b59576908
RK3576	W8A8	Qwen2.5-3B-Instruct_RK3576_w8a8.rkllm	5a14ed85f65d3c2890ef8e2b4ab9f094bf9b0992ddebd6f2b9ad8d3b539897b9
RK3588	W8A8	Qwen2.5-3B-Instruct_RK3588_w8a8.rkllm	054a4ac54ea7d483ac17431df5286eb6b2a81d351fbb44b55dc4491f71a7ea46

The repository also includes Qwen2.5-3B-Instruct_data_quant.json, used as calibration data during conversion.

Usage

hf download HanzoHuang/Qwen2.5-3B-Instruct-RKLLM \
  RK3576/Qwen2.5-3B-Instruct_RK3576_w4a16.rkllm \
  --local-dir Qwen2.5-3B-Instruct-RKLLM

Use the Qwen2.5 Instruct chat template with the RKLLM runtime. For Docker deployment, see Hanzo-Huang/rkllm-docker.

Limitations

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

Acknowledgements

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