mirror of
https://github.com/invoke-ai/InvokeAI
synced 2024-08-30 20:32:17 +00:00
81 lines
4.2 KiB
Markdown
81 lines
4.2 KiB
Markdown
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# ComfyUI to InvokeAI
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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!
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Some things to note:
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- 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.
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- 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!
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## Node Equivalents:
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| Comfy UI Category | ComfyUI Node | Invoke Equivalent |
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|:---------------------------------- |:---------------------------------- | :----------------------------------|
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| Sampling |KSampler |Denoise Latents|
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| Sampling |Ksampler Advanced|Denoise Latents |
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| Loaders |Load Checkpoint | Main Model Loader _or_ SDXL Main Model Loader|
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| Loaders |Load VAE | VAE Loader |
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| Loaders |Load Lora | LoRA Loader _or_ SDXL Lora Loader|
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| Loaders |Load ControlNet Model | ControlNet|
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| Loaders |Load ControlNet Model (diff) | ControlNet|
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| Loaders |Load Style Model | Reference Only ControlNet will be coming in a future version of InvokeAI|
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| Loaders |unCLIPCheckpointLoader | N/A |
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| Loaders |GLIGENLoader | N/A |
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| Loaders |Hypernetwork Loader | N/A |
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| Loaders |Load Upscale Model | Occurs within "Upscale (RealESRGAN)"|
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|Conditioning |CLIP Text Encode (Prompt) | Compel (Prompt) or SDXL Compel (Prompt) |
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|Conditioning |CLIP Set Last Layer | CLIP Skip|
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|Conditioning |Conditioning (Average) | Use the .blend() feature of prompts |
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|Conditioning |Conditioning (Combine) | N/A |
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|Conditioning |Conditioning (Concat) | See the Prompt Tools Community Node|
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|Conditioning |Conditioning (Set Area) | N/A |
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|Conditioning |Conditioning (Set Mask) | Mask Edge |
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|Conditioning |CLIP Vision Encode | N/A |
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|Conditioning |unCLIPConditioning | N/A |
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|Conditioning |Apply ControlNet | ControlNet |
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|Conditioning |Apply ControlNet (Advanced) | ControlNet |
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|Latent |VAE Decode | Latents to Image|
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|Latent |VAE Encode | Image to Latents |
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|Latent |Empty Latent Image | Noise |
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|Latent |Upscale Latent |Resize Latents |
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|Latent |Upscale Latent By |Scale Latents |
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|Latent |Latent Composite | Blend Latents |
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|Latent |LatentCompositeMasked | N/A |
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|Image |Save Image | Image |
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|Image |Preview Image |Current |
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|Image |Load Image | Image|
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|Image |Empty Image| Blank Image |
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|Image |Invert Image | Invert Lerp Image |
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|Image |Batch Images | Link "Image" nodes into an "Image Collection" node |
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|Image |Pad Image for Outpainting | Outpainting is easily accomplished in the Unified Canvas |
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|Image |ImageCompositeMasked | Paste Image |
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|Image | Upscale Image | Resize Image |
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|Image | Upscale Image By | Upscale Image |
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|Image | Upscale Image (using Model) | Upscale Image |
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|Image | ImageBlur | Blur Image |
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|Image | ImageQuantize | N/A |
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|Image | ImageSharpen | N/A |
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|Image | Canny | Canny Processor |
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|Mask |Load Image (as Mask) | Image |
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|Mask |Convert Mask to Image | Image|
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|Mask |Convert Image to Mask | Image |
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|Mask |SolidMask | N/A |
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|Mask |InvertMask |Invert Lerp Image |
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|Mask |CropMask | Crop Image |
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|Mask |MaskComposite | Combine Mask |
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|Mask |FeatherMask | Blur Image |
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|Advanced | Load CLIP | Main Model Loader _or_ SDXL Main Model Loader|
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|Advanced | UNETLoader | Main Model Loader _or_ SDXL Main Model Loader|
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|Advanced | DualCLIPLoader | Main Model Loader _or_ SDXL Main Model Loader|
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|Advanced | Load Checkpoint | Main Model Loader _or_ SDXL Main Model Loader |
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|Advanced | ConditioningZeroOut | N/A |
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|Advanced | ConditioningSetTimestepRange | N/A |
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|Advanced | CLIPTextEncodeSDXLRefiner | Compel (Prompt) or SDXL Compel (Prompt) |
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|Advanced | CLIPTextEncodeSDXL |Compel (Prompt) or SDXL Compel (Prompt) |
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|Advanced | ModelMergeSimple | Model Merging is available in the Model Manager |
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|Advanced | ModelMergeBlocks | Model Merging is available in the Model Manager|
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|Advanced | CheckpointSave | Model saving is available in the Model Manager|
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|Advanced | CLIPMergeSimple | N/A |
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