Python package for reading Adobe Photoshop PSD files
🔥 On-Policy Self-Distillation in Diffusion Models
On-Policy Self-Distillation for Post-Training Few-Step Autoregressive Video Generators
科研绘图不再只是 AI 生一张图。这个 Skill 会自动分析参考图、拆解组件、生成素材,再进入 Photoshop 按图层逐步重建,并对位置、大小、形状、透视、色调、阴影、光效和遮挡关系进行逐层校准。最终不是一张扁平图片,而是一份可以继续修改的完整 PSD。Science 封面、Nature 风格机制图、3D 科研示意图都可以按这套流程处理。
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TTPO: Test-Time Policy Optimization
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Headless calibrated-brush renderer: strokes JSON to PNG + layered .kra + layered .psd + reveal video. Pure Rust, no Krita process needed.
A curated paper list on On-Policy Distillation (OPD) & On-Policy Self-Distillation (OPSD) for LLMs — student rollouts + teacher feedback, covering white-box/black-box methods, OPD-RL hybrids, agentic & multimodal applications, and industrial multi-teacher recipes.