--- title: "This is where we are right now. And i’m not gonna lie it feels pretty magical 🧚‍♀️\n\nQwen3.6 27B run..." source_name: "Julien Chaumond(@julien_c)" original_url: "https://x.com/julien_c/status/2047647522173104145" canonical_url: "https://www.traeai.com/articles/715cebcc-112a-4ef4-b763-e940a210ebd9" content_type: "tweet" language: "中文" score: 7.8 tags: ["Qwen","Llama.cpp","Pi Agent","Local LLM","Hugging Face"] published_at: "2026-04-24T12:03:07+00:00" created_at: "2026-05-02T11:20:59.754192+00:00" --- # This is where we are right now. And i’m not gonna lie it feels pretty magical 🧚‍♀️ Qwen3.6 27B run... Canonical URL: https://www.traeai.com/articles/715cebcc-112a-4ef4-b763-e940a210ebd9 Original source: https://x.com/julien_c/status/2047647522173104145 ## Summary Julien Chaumond 展示 Qwen3.6-27B 模型通过 Llama.cpp 在 MacBook Pro 上本地运行 Pi 编程代理，处理 Hugging Face 代码库任务时性能逼近 Claude Opus，且完全离线。 ## Key Takeaways - Qwen3.6-27B 已可在消费级 Mac 本地高效运行编程任务 - 本地 Llama.cpp + Pi agent 实现接近闭源顶级模型的编码能力 - 离线、安全、可控的本地 AI 编程正成为第二波 AI 革命核心 ## Content Title: Julien Chaumond on X: "This is where we are right now. And i’m not gonna lie it feels pretty magical 🧚‍♀️ Qwen3.6 27B running inside of Pi coding agent via Llama.cpp on the MacBook Pro For non-trivial tasks on the @huggingface codebases, this feels very, very close to hitting the latest Opus in Claude https://t.co/lsIxLoUneU" / X URL Source: http://x.com/julien_c/status/2047647522173104145 Markdown Content: # Julien Chaumond on X: "This is where we are right now. And i’m not gonna lie it feels pretty magical 🧚‍♀️ Qwen3.6 27B running inside of Pi coding agent via Llama.cpp on the MacBook Pro For non-trivial tasks on the @huggingface codebases, this feels very, very close to hitting the latest Opus in Claude https://t.co/lsIxLoUneU" / X Don’t miss what’s happening People on X are the first to know. [Log in](http://x.com/login) [Sign up](http://x.com/i/flow/signup) # [](http://x.com/) ## Post See new posts # Conversation [![Image 3](https://pbs.twimg.com/profile_images/1108502565925326850/zPsBf2BI_normal.png)](http://x.com/julien_c) [Julien Chaumond](http://x.com/julien_c) [@julien_c](http://x.com/julien_c) This is where we are right now. And i’m not gonna lie it feels pretty magical![Image 4: 🧚‍♀️](https://abs.twimg.com/emoji/v2/svg/1f9da-200d-2640-fe0f.svg) Qwen3.6 27B running inside of Pi coding agent via Llama.cpp on the MacBook Pro For non-trivial tasks on the [@huggingface](http://x.com/huggingface) codebases, this feels very, very close to hitting the latest Opus in Claude Code, or whatever shiny monopolistic closed source API of the day is. In full airplane mode. Most people haven’t realized this yet. If you have, it means you have a huge headstart to what I call the second revolution of AI. Powerful local models for efficiency, security, privacy, sovereignty ![Image 5: 🔥](https://abs.twimg.com/emoji/v2/svg/1f525.svg) [![Image 6: Image](https://pbs.twimg.com/media/HGq0jZlXUAARx6P?format=jpg&name=small)](http://x.com/julien_c/status/2047647522173104145/photo/1) [12:03 PM · Apr 24, 2026](http://x.com/julien_c/status/2047647522173104145) · [613.7K Views](http://x.com/julien_c/status/2047647522173104145/analytics) 260 537 5.2K 3.4K Read 260 replies ## New to X? Sign up now to get your own personalized timeline! Sign up with Apple [Create account](http://x.com/i/flow/signup) By signing up, you agree to the [Terms of Service](https://x.com/tos) and [Privacy Policy](https://x.com/privacy), including [Cookie Use.](https://help.x.com/rules-and-policies/twitter-cookies) ## Relevant people * [![Image 7](https://pbs.twimg.com/profile_images/1108502565925326850/zPsBf2BI_normal.png)](http://x.com/julien_c) [Julien Chaumond](http://x.com/julien_c) [@julien_c](http://x.com/julien_c) Follow Click to Follow julien_c Co-founder and CTO at [@huggingface](http://x.com/huggingface) ![Image 8: 🤗](https://abs.twimg.com/emoji/v2/svg/1f917.svg). ML/AI for everyone, building products to propel communities fwd. [@Stanford](http://x.com/Stanford) + [@Polytechnique](http://x.com/Polytechnique) # Trending now ## What’s happening Sports · Trending Jamal Murray Politics · Trending Dr. Phil Sports · Trending #SmackDown![Image 9](https://abs.twimg.com/hashflags/WWESmackdown/WWESmackdown.png) Trending in United States Spirit Airlines Trending with [Frontier](http://x.com/search?q=Frontier&src=trend_click&vertical=trends), [Elizabeth Warren](http://x.com/search?q=Elizabeth%20Warren&src=trend_click&vertical=trends) [Show more](http://x.com/explore/tabs/for-you) [Terms of Service](https://x.com/tos) | [Privacy Policy](https://x.com/privacy) | [Cookie Policy](https://support.x.com/articles/20170514) | [Accessibility](https://help.x.com/resources/accessibility) | [Ads info](https://business.x.com/en/help/troubleshooting/how-twitter-ads-work.html?ref=web-twc-ao-gbl-adsinfo&utm_source=twc&utm_medium=web&utm_campaign=ao&utm_content=adsinfo) | More © 2026 X Corp.