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🫨绝了啊!有人把完整CPU + 另一个LLM塞进Qwen3.5-4B权重里,还跑出了故事!

🫨绝了啊!有人把完整CPU + 另一个LLM塞进Qwen3.5-4B权重里,还跑出了故事! 有人用Qwen3.5-4B做了件疯狂的事:直接把完整32位RISC-V…

This is a dev post classified by AGK Intelligence as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.

🫨绝了啊!有人把完整CPU + 另一个LLM塞进Qwen3.5-4B权重里,还跑出了故事! 有人用Qwen3.5-4B做了件疯狂的事:直接把完整32位RISC-V CPU编译进模型权重,再用它跑出另一个LLM(Karpathy的stories260K)。 全程在模型自己的forward pass里完成,零外部运行时、零工具调用,数学精度直接从55%干到97.5%+,还是bit-exact的。 核心亮点: 🔹CPU硬核嵌入:11层编译出来的RV32IM(+Zba+大数单元)直接塞在Qwen前面,权重全是编译器算出来的,没训练。 🔹RAM就是模型自己:用Gated DeltaNet状态当精确可读写的RAM,寄存器、PC、栈全在里面。 🔹从CPU进化到NPU:QwenPU进一步编译了向量单元(矩阵乘、softmax、注意力),把stories260K当成C程序跑在Qwen内部,权重也存在DeltaNet里。 🔹效果炸裂:DeepMind大数乘法55% → 97.5%,部分甚至超过带Python工具的基座;全链路bit-exact,230k+步零误差。 🔹完全开源:代码MIT,权重Apache-2.0,可直接加载。 快速上手步骤: 1️⃣克隆代码
git clone https://github.com/divagr18/qwenputer(CPU版)或 https://g

Posted by SuSu_酥酥👅 (25.5k followers) 1 h ago · 14 likes · 730 views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: qwenputer, qwenpu, chipformer.rv.chat, storyrun.py, qwen3.5-4b-qwenputer.

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