"Multi-LoRA Composition for Image Generation" introduces two new approaches for combining multiple visual elements in text-to-image generation using Low-Rank Adaptations (LoRAs)! 🎨
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"Multi-LoRA Composition for Image Generation" introduces two new approaches for combining multiple visual elements in text-to-image generation using Low-Rank Adaptations (LoRAs)! 🎨
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Key Points:
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Key Points:
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* Proposes two methods - LoRA Switch and LoRA Composite - that activate/combine LoRAs during the denoising process rather than merging weights
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* Proposes two methods - LoRA Switch and LoRA Composite - that activate/combine LoRAs during the denoising process rather than merging weights
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* LoRA Switch cycles through different LoRAs at each step, while LoRA Composite averages guidance from all LoRAs simultaneously
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* LoRA Switch cycles through different LoRAs at each step, while LoRA Composite averages guidance from all LoRAs simultaneously
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Paper: 
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Paper: 
Multi-LoRA Composition for Image Generation (2402.16843)
https://huggingface.co/papers/2402.16843
2402.16843
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https://huggingface.co/papers/2402.16843
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Project page: 
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Project page: 
https://maszhongming.github.io/Multi-LoRA-Composition
https://maszhongming.github.io/Multi-LoRA-Composition
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Congrats to the authors for their work!
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Congrats to the authors for their work!
"Multi-LoRA Composition for Image Generation" introduces two new approaches for combining multiple visual elements in text-to-image generation using Low-Rank Adaptations (LoRAs)! 🎨

Key Points:
* Proposes two methods - LoRA Switch and LoRA Composite - that activate/combine LoRAs during the denoising process rather than merging weights
* LoRA Switch cycles through different LoRAs at each step, while LoRA Composite averages guidance from all LoRAs simultaneously

Paper: https://huggingface.co/papers/2402.16843
Project page: https://maszhongming.github.io/Multi-LoRA-Composition

Congrats to the authors for their work!
👍
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