ai-agent

rknn-llm

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1,733 stars+12★ this week228 forksPythonUpdated 9/29/2026100% free · open source
What it does

Runs large language models on Rockchip NPU hardware using the RKNN runtime, letting you serve LLM inference locally on edge devices.

When to use it
  • •You have a Rockchip RK3588 (or similar) board and want to run LLM inference without cloud APIs.
  • •Your product needs low‑latency AI responses on‑device (e.g., voice assistants, on‑edge chat).
  • •You want to convert a Hugging‑Face model to RKNN format once and reuse it for many inferences.
Ready-to-paste prompt
python examples/chat.py --model llama3-8b.rknn --prompt "Act as a startup advisor and suggest three go‑to‑market strategies for a SaaS product that automates invoice processing."
Heads up: The RKNN runtime only works on Rockchip hardware (e.g., RK3588); trying to run the converted .rknn model on a regular laptop will raise a 'No suitable NPU found' error.
Saves to your device
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✅ Light setup

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Claude Code
mkdir -p ~/.claude/skills/rknn-llm && curl -fsSL https://workflowstacks.com/api/skills/rknn-llm/claude-skill -o ~/.claude/skills/rknn-llm/SKILL.md
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Connect the whole catalog (MCP)
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What's inside — free to inspect

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4
top-level files
7
folders
473.4M
source size
Other
license
Key files
README.md
File tree
doc/
examples/
res/
rkllm-runtime/
rkllm-toolkit/
rknpu-driver/
scripts/
benchmark.md
CHANGELOG.md
LICENSE
README.md
Quick Actions
Details
Creator
airockchip
Language
Python
Category
ai-agent
Published
3/14/2024

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