What we need next: when a new breakthrough will accelerate local dense models; current speedups rely on reducing active parameters and MOE with stability tradeoffs, and no major architectural gains since MTP, despite qwen4-27b ahead
Read the original at www.reddit.com→Most of the speedup are touching along the likes like cutting the active params reletive to total params(MOE) but it does take a hit in stability & reliability compared to a dense-27b can be much more stable at low...
Original headline: "When will we have another breakthrough for faster local dense models?"
Coverage timeline
- Oct 22, 15:32 UTC r/LocalLLaMA lead source When will we have another breakthrough for faster local dense models?