Llama-3.2-1B-Instruct-RKLLM

RKLLM-converted Llama 3.2 1B 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: meta-llama/Llama-3.2-1B-Instruct
• License: Llama 3.2 Community License
• Model type: LLM (text only)

The upstream model is gated. Review Meta's license and acceptable-use policy before use or redistribution.

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)	Llama-3.2-1B-Instruct_RK3576_w4a16_g128.rkllm	bd6cbbf84e90b63d451e672a542858a5a6aa15ad2b45f83e1b5dbcd944ac3018
RK3576	W8A8	Llama-3.2-1B-Instruct_RK3576_w8a8.rkllm	9c4d103f7c486740ba75605c61a51b80d170df067645360ffad8464b50c764df
RK3588	W8A8	Llama-3.2-1B-Instruct_RK3588_w8a8.rkllm	4403aec1c018c7ebf29c95730336e848aff8824e3be3bd6be7db44b4a4973bad

The repository also includes Llama-3.2-1B-Instruct_data_quant.json, used as calibration data during conversion.

Usage

hf download HanzoHuang/Llama-3.2-1B-Instruct-RKLLM \
  RK3576/Llama-3.2-1B-Instruct_RK3576_w4a16_g128.rkllm \
  --local-dir Llama-3.2-1B-Instruct-RKLLM

Use the Llama 3.2 Instruct 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 Meta, Rockchip, and the RKLLM community.