metadata
license: apache-2.0
base_model: Qwen/Qwen3-4B
pipeline_tag: text-generation
library_name: rkllm
tags:
- rkllm
- rockchip
- rk3576
- rk3588
- qwen
- qwen3
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.
| Target | Quantization | File | SHA256 |
|---|---|---|---|
| RK3576 | W4A16 | Qwen3-4B_RK3576_w4a16.rkllm | 07b25e01a16b50c0f76c777826aea602e485395a77df4c62428cf9fa532f509e |
| RK3576 | W4A16 (g128) | Qwen3-4B_RK3576_w4a16_g128.rkllm | 66b8dbc941a7fc9864583082013a2d765be9839f19e98763abfd5ec2bca166a2 |
| RK3576 | W8A8 | Qwen3-4B_RK3576_w8a8.rkllm | 7f40a9c638360b1ce51dc03d2fe5005c4ded9804d13304de3c52244634e7ed26 |
| RK3588 | W8A8 | Qwen3-4B_RK3588_w8a8.rkllm | 6f53a7b5ec8430f95a9fb6e6279e8a4744c9952d8ec59c4a7303b92ebc8b50d5 |
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.