... That compress the KV cache (the biggest memory bottleneck during AI inference) by up to 6x with mathematically proven quality preservation. In plain terms: your AI models now use a fraction of the memory without getting dumber. Before vs After On a 16 GB machine: - Before : Llama 3.2 1B + Whisper Base + TTS = barely fits, mediocre quality - After : Llama 3.1 8B + Whisper Medium + TTS = runs comfortably, dramatically better output On an 8 GB machine: - Before : Could only run the 1B model ... ... best configuration: - Performance Tier : Lite (4-8 GB), Standard (8-16 GB), or Pro (16-32 GB). Each tier is tagged with "Best for your hardware" based on your actual RAM. - KV Cache Compression : Pick 4-bit (near-lossless