| --- |
| 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](https://huggingface.co/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](RK3576/Qwen3-4B_RK3576_w4a16.rkllm) | `07b25e01a16b50c0f76c777826aea602e485395a77df4c62428cf9fa532f509e` | |
| | RK3576 | W4A16 (g128) | [Qwen3-4B_RK3576_w4a16_g128.rkllm](RK3576/Qwen3-4B_RK3576_w4a16_g128.rkllm) | `66b8dbc941a7fc9864583082013a2d765be9839f19e98763abfd5ec2bca166a2` | |
| | RK3576 | W8A8 | [Qwen3-4B_RK3576_w8a8.rkllm](RK3576/Qwen3-4B_RK3576_w8a8.rkllm) | `7f40a9c638360b1ce51dc03d2fe5005c4ded9804d13304de3c52244634e7ed26` | |
| | RK3588 | W8A8 | [Qwen3-4B_RK3588_w8a8.rkllm](RK3588/Qwen3-4B_RK3588_w8a8.rkllm) | `6f53a7b5ec8430f95a9fb6e6279e8a4744c9952d8ec59c4a7303b92ebc8b50d5` | |
|
|
| The repository also includes `Qwen3-4B_data_quant.json`, used as calibration data during conversion. |
|
|
| ## Usage |
|
|
| ```bash |
| 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](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 the Qwen Team, Rockchip, and the RKLLM community. |
|
|
