At weights.zip, our mission is to make every layer of running AI smaller and faster, without changing what the model computes.
We work across the whole stack: model storage, checkpoints, loading, GPU memory, the network between GPUs, reading long prompts and the KV cache. Every result we publish was measured, on the hardware and models listed with it.
The best way to start is with your own numbers. Send us a sample or tell us where your fleet spends its time and memory, and we will benchmark the matching layer on your models and your GPUs, then pilot it on one workload.
To request a pilot, early access or anything else, reach out to hello@weights.zip.