PangFat
4.8K posts







Very bullish on open source and local models Imagine running near-Opus-level model locally on that $600, 16GB Mac Mini you bought last month This 27B Qwen3.5 distill was trained on Claude 4.6 Opus reasoning traces and is putting up real numbers: - beats Claude Sonnet 4.5 on SWE-bench - keeps 96.91% HumanEval - cuts CoT (chain of thought) bloat by 24% - runs in 4-bit quantization Why this matters: local agent loops get a lot cheaper, faster, and more usable. frontier models aren’t going to keep subsidizing cheap tokens on subscriptions forever 300K+ downloads already on HF Link below 👇🏻 We’re early

我骑摩托,40岁后才买了第一辆车,川崎小钢炮,排量650cc, 沙夏测过,过百3.8秒。车友说最高有人拉到190+km,我在封闭路段尝试过,156km就把油门松了,没什么,单纯怕死,这玩意儿很容易让人上头。 国内不是反贼说的禁摩,而是限摩,我觉得很好,现在买的起车的很多,但年轻人的理智太少(待续👇)




























