license: apache-2.0
base_model: openbmb/MiniCPM3-4B
pipeline_tag: text-generation
library_name: rkllm
tags:
- rkllm
- rockchip
- rk3576
- rk3588
- minicpm3
MiniCPM3-4B-RKLLM
RKLLM-converted MiniCPM3-4B language-model artifacts for Rockchip RK3576 and RK3588 NPUs.
These are hardware-specific .rkllm binaries, not Transformers checkpoints. They require a compatible Rockchip RKLLM runtime and cannot be loaded directly with Transformers, llama.cpp, or Ollama.
Base model
- Upstream model: openbmb/MiniCPM3-4B
- License: Apache-2.0
- Model type: LLM (text only)
Conversion and variants
Toolkit version
RKLLM Toolkit: v1.3.0
Use a file built for the exact target SoC.
| Target | Quantization | File | SHA256 |
|---|---|---|---|
| RK3576 | W4A16 (g128) | MiniCPM3-4B_RK3576_w4a16_g128.rkllm | ec05211d17c4bb05a685588ff335608233b59722f6ecc296976d61dbc88c4128 |
| RK3576 | W8A8 | MiniCPM3-4B_RK3576_w8a8.rkllm | 3795c6a22e5f12de0c4243fc187da55f516b530de3125734874d340856160aec |
| RK3588 | W8A8 | MiniCPM3-4B_RK3588_w8a8.rkllm | 3815a59593df7aebda90f86844caf2fd625d9d0e996e35aa31fd74790d10b130 |
The repository also includes MiniCPM3-4B_data_quant.json, used as calibration data during conversion.
Usage
hf download HanzoHuang/MiniCPM3-4B-RKLLM \
RK3576/MiniCPM3-4B_RK3576_w4a16_g128.rkllm \
--local-dir MiniCPM3-4B-RKLLM
Run the downloaded file with the RKLLM runtime and the upstream MiniCPM3 chat template. For Docker deployment, see Hanzo-Huang/rkllm-docker.
Limitations
These artifacts are target-specific conversions. Validate quality, memory use, and runtime compatibility on your own hardware.
Acknowledgements
Thanks to OpenBMB, Rockchip, and the RKLLM community.