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doob-h-transform

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sanjitdp / reward-guidance

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Experiment code for 'Are we really tilting? The mechanics of reward guidance in flow and diffusion models' — plug-in Doob h-transform sampling, reward damping, best-of-n, and flow map reward guidance for Gaussian mixtures, a 2D checkerboard, and FLUX.1 text-to-image generation.

flux text-to-image generative-models best-of-n diffusion-models flow-matching stochastic-interpolants reward-hacking reward-guidance doob-h-transform
  • Updated May 7, 2026
  • Python

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