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# diffusion

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Why GPT's image generator keeps giving you the same picture

Why GPT's image generator keeps giving you the same picture

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4 min read
HiDream Raw Output Failed Tried Dev-2604 VRAM Math Killed It Won with a Prompt Enhancer Instead

HiDream Raw Output Failed Tried Dev-2604 VRAM Math Killed It Won with a Prompt Enhancer Instead

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10 min read
Cola DLM — Text Generation That Plans Before It Writes

Cola DLM — Text Generation That Plans Before It Writes

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4 min read
Long video generation blog: Six Approaches, One Decision

Long video generation blog: Six Approaches, One Decision

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9 min read
Stable Diffusion 3.0 and Llama 4: The RAG pipelines You Didn’t Know You Needed

Stable Diffusion 3.0 and Llama 4: The RAG pipelines You Didn’t Know You Needed

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15 min read
Per‑Region PBR From One Photo: The Cropping Trick That Stops RGB‑X From Bleeding Materials Across Boundaries

Per‑Region PBR From One Photo: The Cropping Trick That Stops RGB‑X From Bleeding Materials Across Boundaries

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8 min read
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