I ran pinchbench github.com/pinchbench/s... (manually as it has hard dependencies on #openclaw) on smolClaw/#picoclaw with local inference unsloth/Qwen3.5-35B-A3B-GGUF:UD-IQ3_S on an RTX5080. 95% success, here are the results: smolbsd.org/claw/pinchbe...
GitHub - pinchbench/skill: PinchBench is a benchmarking system for evaluating LLM models as OpenClaw coding agents. Made with 🦀 by the humans at https://kilo.ai

PinchBench is a benchmarking system for evaluating LLM models as OpenClaw coding agents. Made with 🦀 by the humans at https://kilo.ai - pinchbench/skill

GitHub

Documented my little adventure of running #picoclaw completely with a local #LLM.

https://gist.github.com/awlx/6387c4841ec1cef99621293ef272751a

Maybe it helps some people, I did it out of curiosity - how good a pure local setup with commodity HW would perform

And tbh it's not bad but bigger models would be better.

PicoClaw Private AI Assistant Setup

PicoClaw Private AI Assistant Setup. GitHub Gist: instantly share code, notes, and snippets.

Gist
#picoclaw has now official NetBSD support! github.com/sipeed/picoc... is merged!
add NetBSD to the list of released platforms by iMilnb · Pull Request #434 · sipeed/picoclaw

📝 Description Add NetBSD to the list of released platforms 🗣️ Type of Change 🐞 Bug fix (non-breaking change which fixes an issue) [*] ✨ New feature (non-breaking change which adds functionality) ...

GitHub
New smolClaw ships with uv. Why? because smol's going to pass the pinchbench tests! + all the fixes and features from #picoclaw ofc <3 github.com/NetBSDfr/smo...
smolBSD/service/clawd at main · NetBSDfr/smolBSD

smolBSD is a tiny BSD UNIX (NetBSD) system creation tool, primarily aimed at building modern, lightweight, fast micro VMs - NetBSDfr/smolBSD

GitHub
A wild smolClaw landed! Latest innovations from #picoclaw integrated, including the long awaited web GUI! An isolated claw is a good claw github.com/NetBSDfr/smo...

smolBSD/service/clawd at main ...
smolBSD/service/clawd at main · NetBSDfr/smolBSD

smolBSD is a tiny BSD UNIX (NetBSD) system creation tool, primarily aimed at building modern, lightweight, fast micro VMs - NetBSDfr/smolBSD

GitHub
smolClaw/#picoclaw running fully locally with a simple GTX 1650/4G: llama.cpp/CUDA Jackrong/Qwen3.5-2B-Claude-4.6-Opus-Reasoning-Distilled-GGUF:Q4_K_M is the biggest that fits Recipe gist.github.com/sudoingX/c2f... 70 tps!!! Build your own: github.com/NetBSDfr/smo... github.com/NetBSDfr/smo...
Patched Jinja template for Qwen 3.5 27B - fixes developer role crash + preserves thinking mode (thinking = 1). Drop-in replacement for agent tools (OpenCode, Claude Code, Continue, Cursor, Aider). Without this patch, --chat-template chatml silently kills thinking mode.

Patched Jinja template for Qwen 3.5 27B - fixes developer role crash + preserves thinking mode (thinking = 1). Drop-in replacement for agent tools (OpenCode, Claude Code, Continue, Cursor, Aider). ...

Gist
5分でできる!PicoClawでClaude CodeをClaw化してみた - Qiita

はじめに Claude Codeはターミナルで動く強力なAIコーディングエージェントです。ただし、使えるのはターミナルの前にいるときに限られます。「外出先からTelegramで指示を飛ばしたい」「定期的にリポジトリの状態をチェックさせたい」と思ったことはないでしょうか。 ...

Qiita

Einen Raspi habe ich zwar nicht, aber einen alten PC ... Es juckt in den Fingern  

heise+ | Schlanker #OpenClaw-Klon: #PicoClaw und mächtige KI-Agenten auf dem Raspi 3 nutzen | heise online https://www.heise.de/ratgeber/Schlanker-OpenClaw-Klon-PicoClaw-bringt-maechtige-KI-Agenten-auf-den-Raspi-3-11199978.html #heiseplus #ArtificialIntelligence #AI

Schlanker OpenClaw-Klon: PicoClaw und mächtige KI-Agenten auf dem Raspi 3 nutzen

Neugierig auf OpenClaw, aber Sie haben keinen Rechner frei, um es in sicherer Umgebung zu testen? So nutzen Sie eine leichtgewichtige Variante auf dem Raspi.

heise online
LUTINOS! Ce soir expérience: qwen3.5 4b (ou 2b?) dans ollama sur une simple GTX 1650 de 4GB (mon desktop) pour répondre à smolClaw/#picoclaw, possible? Rendez-vous à 19h30 sur twitch.tv/imilnb pour tester ça !