$KIMI K3 CRAMS 2.78T PARAMETERS INTO 8GB RAM — PURE CPU, NO GPU! ⚡
That 176KB C99 script making headlines? It streams Kimi K3's 1.56TB of weights off NVMe instead of holding them in memory. 🔍 Classic MoE sparse activation — only 16 of 896 experts per layer actually fire. 💡
It's a liquidity sweep in reverse: the system pulls weights on demand like a trader pulling orders off the book. 🦈 Cost? 32.7 seconds per token. That's a prototype, not production — the dev says so himself.
But for AI-crypto watchers, this is a compass. If inference can run on 8GB with disk streaming, compute costs stop being a bottleneck — and that's a narrative shift. 📊 Which AI infrastructure play rides that wave first? 👇
⚠️ Not financial advice. Always manage your risk. 🛡️
🏷️ #KIMI #AI #MoE #Innovation #CryptoAI
🚀 ⚡
That 176KB C99 script making headlines? It streams Kimi K3's 1.56TB of weights off NVMe instead of holding them in memory. 🔍 Classic MoE sparse activation — only 16 of 896 experts per layer actually fire. 💡
It's a liquidity sweep in reverse: the system pulls weights on demand like a trader pulling orders off the book. 🦈 Cost? 32.7 seconds per token. That's a prototype, not production — the dev says so himself.
But for AI-crypto watchers, this is a compass. If inference can run on 8GB with disk streaming, compute costs stop being a bottleneck — and that's a narrative shift. 📊 Which AI infrastructure play rides that wave first? 👇
⚠️ Not financial advice. Always manage your risk. 🛡️
🏷️ #KIMI #AI #MoE #Innovation #CryptoAI
🚀 ⚡