Web Reference: May 15, 2025 · The Ksampler node is a commonly used sampling node in ComfyUI. The KSampler node performs multi-step denoising sampling on latent images. It combines positive and negative conditions (prompts) and uses specified sampling algorithms and schedulers to generate high-quality latent images. Jan 28, 2026 · It allows users to select and configure different sampling strategies to meet their specific requirements, thereby enhancing the adaptability and efficiency of the sampling process. This node takes your model, your prompt, your settings, and cranks out images by denoising a latent tensor into art. It’s where diffusion happens, and where your GPU earns its keep. The diffusion model you're using — e.g., dreamshaper_8.safetensors, revAnimated_v122.safetensors. Required. Text encoder.
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