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target-driven distillation

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Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Sep 19, 2024 · Artificial Intelligence

Target-Driven Distillation (TDD): A Multi‑Goal Distillation Method for Accelerating Diffusion Models

Target‑Driven Distillation (TDD) is a multi‑goal distillation method that flexibly selects short‑range target steps and decouples guidance during training, enabling 4‑to‑8‑step diffusion generation that preserves high‑resolution detail, works with LoRA, ControlNet, InstantID, and outperforms existing consistency distillation techniques in speed and quality.

AI accelerationdiffusion modelsdistillation
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Target-Driven Distillation (TDD): A Multi‑Goal Distillation Method for Accelerating Diffusion Models