Janas: Run LLMs larger than RAM by streaming experts from SSD

·Hacker News··

37 tok/s from Qwen3-Next-80B (48 GB) on a 32 GB laptop, 24 without drafts vs 2.8 for llama.cpp; reading 62 vs 16 tok/s. Faster than llama.cpp on all 13 models compared in Q4_K_M. LLMs bigger than your RAM, pure C, CPU or GPU. - prabanta-dev/janas

Read full article →

Related Articles

Every AI model has the same "controversial" take on humans
rakannimer · Hacker News · 5h ago
Jailbreaking the Switch 2
ledoge · Hacker News · 13h ago
The recently proposed o(n log n) integer multiplication algorithm [pdf]
craigcitro · Hacker News · 19h ago
Security Disclosure
passenger · Hacker News · 1d ago
The 1.5°C goal of the Paris Agreement is no longer viable
velo_aprx · Hacker News · 1d ago