license: apache-2.0
base_model: Qwen/Qwen2-0.5B-Instruct
pipeline_tag: text-generation
library_name: rkllm
tags:
- rkllm
- rockchip
- rk3576
- rk3588
- qwen
- qwen2
Qwen2-0.5B-Instruct · RKLLM
Text generation on Rockchip RK3576 and RK3588, converted from Qwen/Qwen2-0.5B-Instruct.
- Conversion toolkit: RKLLM Toolkit 1.3.0.
- Inputs / output: text → text.
- License:
apache-2.0; the upstream model card describes its terms and intended use.
Choose your files
Use the files for your board’s exact SoC. w4a16 uses 4-bit weights and 16-bit activations; w4a16_g128 adds a weight group size of 128. w8a8 uses 8-bit weights and activations. File size below is download size, not total runtime RAM.
| Board | Quantization | Size | Language model |
|---|---|---|---|
| RK3576 | w4a16_g128 |
0.64 GiB | Qwen2-0.5B-Instruct_RK3576_w4a16_g128.rkllm |
| RK3576 | w8a8 |
0.76 GiB | Qwen2-0.5B-Instruct_RK3576_w8a8.rkllm |
| RK3588 | w8a8 |
0.75 GiB | Qwen2-0.5B-Instruct_RK3588_w8a8.rkllm |
Run on your board
With Docker installed on a matching Rockchip board, this example starts the RK3576 w4a16_g128 model and its API on port 8001:
sudo docker run --rm -d --name rkllm \
--privileged -v /dev:/dev -p 8001:8001 \
ghcr.io/hanzo-huang/rkllm-docker/llm/qwen2-0.5b-instruct:rk3576-w4a16-g128
The image includes its model file. See rkllm-docker for API requests, other board variants, and configuration.
To download the files separately instead:
hf download HanzoHuang/Qwen2-0.5B-Instruct-RKLLM \
RK3576/Qwen2-0.5B-Instruct_RK3576_w4a16_g128.rkllm \
--local-dir ./models
These are native RKLLM/RKNN artifacts. Use a compatible RKLLM runtime and the model’s correct chat template when integrating them in another application.
Release notes
No per-variant board benchmark is published here. Quantized output may differ from the original model; check responses on your own workloads. Use the toolkit version listed above when checking runtime compatibility.
SHA-256 checksums
a166cdcff5d8a2e33423d01d8bac6f7a6ad1e1130fbd0bfefdb8b69082113e87 RK3576/Qwen2-0.5B-Instruct_RK3576_w4a16_g128.rkllm
cdccb51e23131352823af8becf9ac4acb15cb30f0f961e89d16cb0fabd003414 RK3576/Qwen2-0.5B-Instruct_RK3576_w8a8.rkllm
24e99eeea1512d6e7f3f120f3344a510933301dfcb72bd64b24a9724ab48e1d8 RK3588/Qwen2-0.5B-Instruct_RK3588_w8a8.rkllm
Credits
Original model: Qwen/Qwen2-0.5B-Instruct. Conversion tools: Rockchip RKLLM.