byliutao/1Prompt1Story
🔥ICLR 2025 (Spotlight) One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
Leverages diffusion models with a novel consistency mechanism to generate multi-image sequences that maintain visual coherence across frames without requiring per-image prompts or fine-tuning. Built on PyTorch/Diffusers with Gradio interface support, it includes the Consistory+ benchmark for evaluating cross-image consistency and supports extended narrative generation from single text descriptions.
313 stars.
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313
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39
Language
Python
License
MIT
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Last pushed
Oct 20, 2025
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