vram-optimizer

The Unified Latent-State Memory Fabric (UL-SMF) is a hardware-software co-designed memory compression fabric that solves the memory bottleneck in long-context Transformer inference. By combining FSQ with dynamic 16-dimensional latent mapping, UL-SMF compresses Key-Value (KV) cache tensors by up to 384x while maintaining >94% semantic retention.

Compress AI models to reduce VRAM usage and file size for local LLM deployment and efficient storage.

A local, lightweight, and modern utility to automatically detect and terminate bloated background processes and stubborn Windows services (Adobe, Autodesk, etc.) to free up maximum RAM and GPU VRAM for AI training (LoRA, SD, LLMs).

⚡ Fast, interactive LLM VRAM calculator and real-time cloud GPU price comparison tool built with Astro, React, and Tailwind CSS.