| --- |
| license: llama3.2 |
| base_model: meta-llama/Llama-3.2-1B-Instruct |
| pipeline_tag: text-generation |
| library_name: rkllm |
| tags: |
| - rkllm |
| - rockchip |
| - rk3576 |
| - rk3588 |
| - llama |
| - llama-3.2 |
| --- |
| |
| # 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](https://huggingface.co/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](RK3576/Llama-3.2-1B-Instruct_RK3576_w4a16_g128.rkllm) | `bd6cbbf84e90b63d451e672a542858a5a6aa15ad2b45f83e1b5dbcd944ac3018` | |
| | RK3576 | W8A8 | [Llama-3.2-1B-Instruct_RK3576_w8a8.rkllm](RK3576/Llama-3.2-1B-Instruct_RK3576_w8a8.rkllm) | `9c4d103f7c486740ba75605c61a51b80d170df067645360ffad8464b50c764df` | |
| | RK3588 | W8A8 | [Llama-3.2-1B-Instruct_RK3588_w8a8.rkllm](RK3588/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 |
|
|
| ```bash |
| 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](https://github.com/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. |
|
|
