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MIMari, Ivan Nikulin

Mari, Ivan Nikulin

1 articles by Mari, Ivan Nikulin.

Performance — Unweight: how we compressed an LLM 22% without sacrificing quality

Unweight: how we compressed an LLM 22% without sacrificing quality

Running LLMs across Cloudflare’s network requires us to be smarter and more efficient about GPU memory bandwidth. That’s why we developed Unweight, a lossless inference-time compression system that achieves up to a 22% model footprint reduction, so that we can deliver faster and cheaper inference than ever before.

MIMari, Ivan NikulinMari, Ivan Nikulin·April 17, 2026Performance