Hi, I'm ai-muninn. I run local AI at home — LLMs, image gen, video gen — ship the quantized models free on Hugging Face, and write up what I break.

What your coffee buys you: not having to test it yourself. Which model, which quantization, which config actually works — and which are traps — I test them on my own machines, power bill, weekends, and my own API tokens, and hand you the verdict for free. You don't have to buy the GPU or burn your own tokens to find out.

Every coffee becomes the next machine and the next batch of combos tested — and keeps the writing free and paywall-free.

If a post ever saved you a weekend of debugging, a coffee means a lot. 🐦‍⬛

嗨,我是 ai-muninn。在家一台台跑本地 AI(LLM、生圖、生影片),把量化好的模型免費丟上 Hugging Face,再把踩過的坑寫成文章。

你付錢,買到的是「不用自己試」—— 哪個模型、哪種量化、哪組配置能跑、哪個是雷,我用自己的機器、電費、週末,還有自己的 API token 一個個測完,結論免費給你。你不用先砸一張顯卡、也不用自己燒 token 盲測,就有答案。

每一杯咖啡,都變成下一台機器、下一批被試過的組合,也讓這些文章一直免費、不設付費牆。

如果哪篇幫你省下一個 debug 的週末,一杯咖啡我會很開心。🐦‍⬛

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