| # ComfyUI to InvokeAI | |
| If you're coming to InvokeAI from ComfyUI, welcome! You'll find things are similar but different - the good news is that you already know how things should work, and it's just a matter of wiring them up! | |
| Some things to note: | |
| - InvokeAI's nodes tend to be more granular than default nodes in Comfy. This means each node in Invoke will do a specific task and you might need to use multiple nodes to achieve the same result. The added granularity improves the control you have have over your workflows. | |
| - InvokeAI's backend and ComfyUI's backend are very different which means Comfy workflows are not able to be imported into InvokeAI. However, we have created a [list of popular workflows](exampleWorkflows.md) for you to get started with Nodes in InvokeAI! | |
| ## Node Equivalents: | |
| | Comfy UI Category | ComfyUI Node | Invoke Equivalent | | |
| |:---------------------------------- |:---------------------------------- | :----------------------------------| | |
| | Sampling |KSampler |Denoise Latents| | |
| | Sampling |Ksampler Advanced|Denoise Latents | | |
| | Loaders |Load Checkpoint | Main Model Loader _or_ SDXL Main Model Loader| | |
| | Loaders |Load VAE | VAE Loader | | |
| | Loaders |Load Lora | LoRA Loader _or_ SDXL Lora Loader| | |
| | Loaders |Load ControlNet Model | ControlNet| | |
| | Loaders |Load ControlNet Model (diff) | ControlNet| | |
| | Loaders |Load Style Model | Reference Only ControlNet will be coming in a future version of InvokeAI| | |
| | Loaders |unCLIPCheckpointLoader | N/A | | |
| | Loaders |GLIGENLoader | N/A | | |
| | Loaders |Hypernetwork Loader | N/A | | |
| | Loaders |Load Upscale Model | Occurs within "Upscale (RealESRGAN)"| | |
| |Conditioning |CLIP Text Encode (Prompt) | Compel (Prompt) or SDXL Compel (Prompt) | | |
| |Conditioning |CLIP Set Last Layer | CLIP Skip| | |
| |Conditioning |Conditioning (Average) | Use the .blend() feature of prompts | | |
| |Conditioning |Conditioning (Combine) | N/A | | |
| |Conditioning |Conditioning (Concat) | See the Prompt Tools Community Node| | |
| |Conditioning |Conditioning (Set Area) | N/A | | |
| |Conditioning |Conditioning (Set Mask) | Mask Edge | | |
| |Conditioning |CLIP Vision Encode | N/A | | |
| |Conditioning |unCLIPConditioning | N/A | | |
| |Conditioning |Apply ControlNet | ControlNet | | |
| |Conditioning |Apply ControlNet (Advanced) | ControlNet | | |
| |Latent |VAE Decode | Latents to Image| | |
| |Latent |VAE Encode | Image to Latents | | |
| |Latent |Empty Latent Image | Noise | | |
| |Latent |Upscale Latent |Resize Latents | | |
| |Latent |Upscale Latent By |Scale Latents | | |
| |Latent |Latent Composite | Blend Latents | | |
| |Latent |LatentCompositeMasked | N/A | | |
| |Image |Save Image | Image | | |
| |Image |Preview Image |Current | | |
| |Image |Load Image | Image| | |
| |Image |Empty Image| Blank Image | | |
| |Image |Invert Image | Invert Lerp Image | | |
| |Image |Batch Images | Link "Image" nodes into an "Image Collection" node | | |
| |Image |Pad Image for Outpainting | Outpainting is easily accomplished in the Unified Canvas | | |
| |Image |ImageCompositeMasked | Paste Image | | |
| |Image | Upscale Image | Resize Image | | |
| |Image | Upscale Image By | Upscale Image | | |
| |Image | Upscale Image (using Model) | Upscale Image | | |
| |Image | ImageBlur | Blur Image | | |
| |Image | ImageQuantize | N/A | | |
| |Image | ImageSharpen | N/A | | |
| |Image | Canny | Canny Processor | | |
| |Mask |Load Image (as Mask) | Image | | |
| |Mask |Convert Mask to Image | Image| | |
| |Mask |Convert Image to Mask | Image | | |
| |Mask |SolidMask | N/A | | |
| |Mask |InvertMask |Invert Lerp Image | | |
| |Mask |CropMask | Crop Image | | |
| |Mask |MaskComposite | Combine Mask | | |
| |Mask |FeatherMask | Blur Image | | |
| |Advanced | Load CLIP | Main Model Loader _or_ SDXL Main Model Loader| | |
| |Advanced | UNETLoader | Main Model Loader _or_ SDXL Main Model Loader| | |
| |Advanced | DualCLIPLoader | Main Model Loader _or_ SDXL Main Model Loader| | |
| |Advanced | Load Checkpoint | Main Model Loader _or_ SDXL Main Model Loader | | |
| |Advanced | ConditioningZeroOut | N/A | | |
| |Advanced | ConditioningSetTimestepRange | N/A | | |
| |Advanced | CLIPTextEncodeSDXLRefiner | Compel (Prompt) or SDXL Compel (Prompt) | | |
| |Advanced | CLIPTextEncodeSDXL |Compel (Prompt) or SDXL Compel (Prompt) | | |
| |Advanced | ModelMergeSimple | Model Merging is available in the Model Manager | | |
| |Advanced | ModelMergeBlocks | Model Merging is available in the Model Manager| | |
| |Advanced | CheckpointSave | Model saving is available in the Model Manager| | |
| |Advanced | CLIPMergeSimple | N/A | | |