nodes/YRIKKA-ComfyUI-InferenceTimeScaling
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MaximClouser
2025-02-26 18:40:38 +00:00
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# ComfyUI-InferenceScale
# ComfyUI-InferenceTimeScaling
A ComfyUI extension implementing "Inference-time scaling for diffusion models beyond scaling denoising steps" (Ma et al., 2025). This extension provides advanced inference-time optimization techniques to improve image generation quality through random search and zero-order optimization algorithms, along with an ensemble verification system.
A ComfyUI extension implementing "Inference-time scaling for diffusion models beyond scaling denoising steps" ([Ma et al., 2025](https://arxiv.org/abs/2501.09732)). This extension provides advanced inference-time optimization techniques to improve image generation quality through random search and zero-order optimization algorithms, along with an ensemble verification system.
## Features
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#### Manual Installation
```bash
cd ComfyUI/custom_nodes
git clone https://github.com/your-username/ComfyUI-InferenceScale
git clone https://github.com/MaximClouser/ComfyUI-InferenceTimeScaling
cd ComfyUI-InferenceScale
pip install -e .
```