ComfyUI 节点功能详解
此部分主要介绍，comfyUI中的节点与相关功能，下面顺序按照在ComfyUI中的右键菜单顺序进行编排，建议直接采用文档的搜索功能进行快速检索 其中英文部分文档原始信息来源为：https://docs.getsalt.ai/ (opens in a new tab) 我进行了重新的整理
utils 实用工具｜ ComfyUI节点
utils节点选项之下包括几个辅助性的节点
Samping 采样器
在 Stable Diffusion 中，采样器（sampler）的作用是在给定的噪声图像（latent space image）上逐步去噪，生成清晰的图像。这个过程是通过迭代的方式进行的，每一步都会使图像更加清晰，直到达到所需的图像质量或达到预设的迭代步数。
K Sampler Advanced
Start Tutorial →K Sampler
Start Tutorial →Sampler
Start Tutorial →Sampler Custom
Start Tutorial →K Sampler Select
Start Tutorial →Sampler Dpmpp 2m Sde
Start Tutorial →Sampler Dpmpp Sde
Start Tutorial →Basic Scheduler
Start Tutorial →Exponential Scheduler
Start Tutorial →Karras Scheduler
Start Tutorial →Polyexponential Scheduler
Start Tutorial →Sd Turbo Scheduler
Start Tutorial →Vp Scheduler
Start Tutorial →Flip Sigmas
Start Tutorial →Split Sigmas
Start Tutorial →Video Linear Cfg Guidance
Start Tutorial →自定义采样 Custom_sampling
Sampler Custom
Start Tutorial →K Sampler Select
Start Tutorial →Sampler Dpmpp 2m Sde
Start Tutorial →Sampler Dpmpp Sde
Start Tutorial →Basic Scheduler
Start Tutorial →Exponential Scheduler
Start Tutorial →Karras Scheduler
Start Tutorial →Polyexponential Scheduler
Start Tutorial →Sd Turbo Scheduler
Start Tutorial →Vp Scheduler
Start Tutorial →Flip Sigmas
Start Tutorial →Split Sigmas
Start Tutorial →samplers 采样器
schedulers｜调度器
sigmas
加载器 loaders
Checkpoint Loader Simple
Start Tutorial →Clip Vision Loader
Start Tutorial →Controlnet Loader
Start Tutorial →Diff Controlnet Loader
Start Tutorial →Gligen Loader
Start Tutorial →Hypernetwork Loader
Start Tutorial →Lora Loader Model Only
Start Tutorial →Lora Loader
Start Tutorial →Style Model Loader
Start Tutorial →Unclip Checkpoint Loader
Start Tutorial →Upscale Model Loader
Start Tutorial →Vae Loader
Start Tutorial →Image Only Checkpoint Loader
Start Tutorial →Video models
Conditioning - 条件
Clip Set Last Layer
Start Tutorial →Clip Text Encode
Start Tutorial →Clip Vision Encode
Start Tutorial →Conditioning Average
Start Tutorial →Conditioning Combine
Start Tutorial →Conditioning Concat
Start Tutorial →Conditioning Set Area Percentage
Start Tutorial →Conditioning Set Area Strength
Start Tutorial →Conditioning Set Area
Start Tutorial →Conditioning Set Mask
Start Tutorial →Controlnet Apply Advanced
Start Tutorial →Controlnet Apply
Start Tutorial →Unclip Conditioning
Start Tutorial →Stablezero123 Conditioning Batched
Start Tutorial →Stablezero123 Conditioning
Start Tutorial →Gligen Text Box Apply
Start Tutorial →Inpaint Model Conditioning
Start Tutorial →Stylemodelapply
Start Tutorial →Sd 4xupscale Conditioning
Start Tutorial →Svd Img2vid Conditioning
Start Tutorial →style-model-apply
Start Tutorial →风格模型 style_model
GLIGEN
3d_models｜3d模型
inpaint 内补
Upscale Diffusion|放大扩散
video models｜视频模型
advanced 高级
conditioning 条件
Loaders
Model | 模型
model_merging | 模型融合
Image 图像
Image Invert
Start Tutorial →Image Pad for Outpaint
Start Tutorial →Empty Image
Start Tutorial →Image Batch
Start Tutorial →Image Composite Masked
Start Tutorial →Load Image
Start Tutorial →Preview Image
Start Tutorial →Save Image
Start Tutorial →Save Animated Png
Start Tutorial →Save Animated Webp
Start Tutorial →Image from Batch
Start Tutorial →Rebatch Images
Start Tutorial →Repeat Image Batch
Start Tutorial →Image Blend
Start Tutorial →Image Blur
Start Tutorial →Image Quantize
Start Tutorial →Image Sharpen
Start Tutorial →Canny
Start Tutorial →Image Crop
Start Tutorial →Image Scale By
Start Tutorial →Image Scale to Total Pixels
Start Tutorial →Image Scale
Start Tutorial →Image Upscale with Model
Start Tutorial →Latent 潜像
Empty Latent Image
Start Tutorial →Latent Composite Masked
Start Tutorial →Latent Composite
Start Tutorial →Latent Upscale By
Start Tutorial →Latent Upscale
Start Tutorial →Vae Decode
Start Tutorial →Vae Encode
Start Tutorial →Latent Add
Start Tutorial →Latent Batch Seed Behavior
Start Tutorial →Latent Interpolate
Start Tutorial →Latent Multiply
Start Tutorial →Latent Subtract
Start Tutorial →Latent Batch
Start Tutorial →Latent from Batch
Start Tutorial →Rebatch Latents
Start Tutorial →Repeat Latent Batch
Start Tutorial →Set Latent Noise Mask
Start Tutorial →Vae Encode for Inpaint
Start Tutorial →Latent Crop
Start Tutorial →Latent Flip
Start Tutorial →Latent Rotate
Start Tutorial →advanced
Batch 批处理
Inpaint-内补
Transform 变换
Mask 遮罩
Crop Mask
Start Tutorial →Feather Mask
Start Tutorial →Grow Mask
Start Tutorial →Image Color to Mask
Start Tutorial →Image to Mask
Start Tutorial →Invert Mask
Start Tutorial →Load Image Mask
Start Tutorial →Mask Composite
Start Tutorial →Mask to Image
Start Tutorial →Solid Mask
Start Tutorial →Join Image with Alpha
Start Tutorial →Porter Duff Image Composite
Start Tutorial →Split Image with Alpha
Start Tutorial →Compositing | 合成
