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We release Diamond Maps💎 unlocking accurate and efficient guidance for diffusion models. Our experiments show that our methods scale incredibly well. Excited to see what people will build with this!Accurate guidance has been a notoriously hard problem, but in this work, we’re bringing TWO (!) solutions to the table. The recipe for success: 1️⃣ Speed: Use distilled models (flow maps, mean flows, consistency models).2️⃣ Exploration: Inject stochasticity to properly explore your search space.Becau
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Accurate reward guidance in diffusion models has been a long-standing challenge.We propose Diamond Maps 💎, through stochastic flow maps we make reward guidance both accurate and scalable.
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