A variety of ComfyUI related stuff. You'll need different models and custom nodes for each different workflow.
When troubleshooting (working to fix issues) - such as with your local custom node installs, it's best to do all of these steps until resolution.
- Make sure you've installed the drivers for your graphics card
- These workflows require ComfyUI to run, so you'll need to install that first. See https://youtu.be/2r3uM_b3zA8 for an install guide
- Install ComfyUI Manager next - https://github.com/ltdrdata/ComfyUI-Manager
- Need a model or checkpoint? See the resources section below!
- By default, models are saved in subdirectories under
ComfyUI/models
, though some custom nodes have their own models directory. - Don't mix SDXL and SD1.5 models (unless stated, such as SDXL needing the SD 1.5 vision model) - chances are you'll get an error!
- Don't try to use SDXL models in workflows not designed for SDXL - chances are they won't work!
- These are just workflows - no custom nodes here, so no code to go wrong :) Scroll down to see the table of workflows and their descriptions.
- Some workflows are large. Zoom out to see more of the canvas.
- Be sure to keep ComfyUI updated regularly - including all custom nodes. Old versions may result in errors appearing. This is the most common issue, so update now!
- Use ComfyUI Manager to install missing custom nodes by clicking "Install Missing Custom Nodes"
- If ComfyUI Manager can't find a node automatically, use the search feature
- Custom node still red after installing it? Remember to restart ComfyUI!
- Custom node still giving an error? Check the GitHub page for that custom node - maybe someone else has a similar issue open?
- Not sure where the GitHub page is for a custom node? You can click on it via ComfyUI Manager
- Check the output when ComfyUI starts up as issues can show up there
- Try updating custom nodes manually (
git pull
) - Sometimes custom nodes make breaking changes and the same node may need to be re-created. Typically the custom node GitHub page has such information.
- Sometimes custom nodes just break! Check the github page for the custom node causing any issues for more information and to raise issues
- Sometimes custom nodes change functionality, so check for updates. Changes include:
- Segement anything - mask output inverted & now returns multiple images
- Dynamic Thresholding - output different
- The original IPAdapter is becoming deprecated
- The Microsoft Windows portable version of ComfyUI apparently has issues with various custom nodes, whereas normal installs are OK. Unknown error? Try a normal install!
- Need more help? See this Playlist with loads of ComfyUI guides
- Use ComfyUI Manager to install and update custom nodes with ease!
- Click "Install Missing Custom Nodes" to install any red nodes
- Use the "search" feature to find any nodes
- Be sure to keep ComfyUI updated regularly - including all custom nodes. Old versions may result in errors appearing.
In ComfyUI the image IS the workflow. Simply drag or load a workflow image into ComfyUI!
Workflow | Description | Version |
---|---|---|
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Basic SDXL ControlNet workflow. Introductory SDXL Canny & Depth ControlNet example. See https://youtu.be/reqamcrPYiM for more information. |
SDXL |
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Basic QR Code Monster SD 1.5 ControlNet - make spiral art! See also - https://youtu.be/D4oJz0w36ps |
SD 1.5 |
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QR Code Monster SD 1.5 ControlNet - make animated spiral art! See also: https://youtu.be/D4oJz0w36ps |
SD 1.5 |
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Updated QR Code Monster SD 1.5 ControlNet with AnimateDiff and FreeU Works best with the v1 QR Code Monster - https://huggingface.co/monster-labs/control_v1p_sd15_qrcode_monster |
SD 1.5 |
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AnimateDiff with Montion LoRA example. Pan up, down, left right, etc. | SD 1.5 |
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Instant LoRA 1 Inspired by AloeVera (almost identical). Really simple, no training, "LoRA" like functionality. SD 1.5. IP Adapter models: 1. https://huggingface.co/h94/IP-Adapter/blob/main/models/ip-adapter-plus_sd15.bin -> custom_nodes/IPAdapter-ComfyUI/models .2. https://huggingface.co/h94/IP-Adapter/blob/main/models/image_encoder/model.safetensors -> models/clip_vision .Video guide - https://youtu.be/HtmIC6fqsMQ |
SD 1.5 |
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Instant LoRA 2 As above, but with ControlNet to guide the shape |
SD 1.5 |
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Instant LoRA 3 As above, but with QR Code Monster ControlNet too :) |
SD 1.5 |
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Instant LoRA 4 As above, but with basic upscaling |
SD 1.5 |
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Instant LoRA 5 As above, but with more upscaling to 16k+ |
SD 1.5 |
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Instant LoRA 6 As above, but different upscaling to 16k+ |
SD 1.5 |
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Morphing AI videos of any length using AnimateDiff. SD 1.5. Includes IPAdapter & Upscaling. IP Adapter models: 1. https://huggingface.co/h94/IP-Adapter/blob/main/models/ip-adapter-plus_sd15.bin -> custom_nodes/IPAdapter-ComfyUI/models .2. https://huggingface.co/h94/IP-Adapter/blob/main/models/image_encoder/model.safetensors -> models/clip_vision .Video guide - https://youtu.be/6A3a0QNPhIs |
SD 1.5 |
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Morphing AI videos of any length using AnimateDiff. SD 1.5. Includes Upscaling. Like above, but without IPAdapter controls. | SD 1.5 |
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SDXL "Instant LoRA" - basic. Really simple, no training, "LoRA" like functionality. Uses SDXL IP Adapter - https://huggingface.co/h94/IP-Adapter Video - https://youtu.be/dGL02W4QatI |
SDXL |
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SDXL "Instant LoRA" - with CLIP Vision Uses SDXL IP Adapter - https://huggingface.co/h94/IP-Adapter Also use "Revisions" CLIP vision - https://huggingface.co/stabilityai/control-lora |
SDXL |
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SDXL "Instant LoRA" - with CLIP Vision & ControlNet Uses SDXL IP Adapter - https://huggingface.co/h94/IP-Adapter Also use "Revisions" CLIP vision - https://huggingface.co/stabilityai/control-lora |
SDXL |
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AnimateDiff + QRCode (Vid2Vid) Use any high-contrast input video to create guided animations! Spirals away... |
SD 1.5 |
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SD 1.5 Reposer (2 versions) - single face image to any pose. Get consistent faces! No "roop" or similar face-swapping nodes required = easy install! SD 1.5 ControlNet models: https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/tree/main IP Adapter models: 1. https://huggingface.co/h94/IP-Adapter/blob/main/models/ip-adapter-plus-face_sd15.bin 2. https://huggingface.co/h94/IP-Adapter/blob/main/models/image_encoder/model.safetensors NOTE Now uses the more updated version of IPAdapter - IPAdapter_Plus! Reposer & Reposer Plus Bypass Edition Original Reposer Basic Video guide - https://youtu.be/SacK9tMVNUA Original Reposer Plus Video guide - https://youtu.be/ZcCfwTkYSz8 |
SD 1.5 |
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SD 1.5 Video Styler! Combining IPAdapter with Video-to-video for strange styles and weird animations Uses https://github.com/cubiq/ComfyUI_IPAdapter_plus The pre-trained models are available on huggingface, download and place them in the ComfyUI/custom_nodes/ComfyUI_IPAdapter_plus/models directory.For SD1.5 you need: * ip-adapter_sd15.bin * ip-adapter_sd15_light.bin * ip-adapter-plus_sd15.bin * ip-adapter-plus-face_sd15.bin Additionally you need the image encoder to be placed in the ComfyUI/models/clip_vision/ directory.They are the same models used by the other IPAdapter custom nodes ;) - symlinks are your friend! Video guide - https://youtu.be/kJp8JzA2aVU |
SD 1.5 |
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SDXL version of Reposer using the SDXL "IPAdapter Plus Face" model Pick a face then add a body in any pose - no training! Works with photorealistic faces, anime faces, cartoon faces, etc |
SDXL |
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SSD-1B Workflow - SDXL for 8GB VRAM cards! Model - https://huggingface.co/segmind/SSD-1B Video - https://youtu.be/F-bKndyQ7L8 |
SSD-1B |
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LCM LoRA vs Normal | 1.5, SDXL, SSD-1B |
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IPAdapter Attention Masking Example Video https://youtu.be/riLmjBlywcg |
1.5 |
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IPAdapter Attention Masking Example with extra toppings (LCM, Facefix) Video https://youtu.be/riLmjBlywcg |
1.5 |
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Stable Video Diffusion example with a simple upscale and frame interpolation | SVD |
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SDXL Turbo - 1 step diffusion! | SDXL Turbo, SD2 Turbo |
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A very basic attempt at a "Comfy MagicAnimate". Needs more work :) Links: Magic Animate - https://github.com/magic-research/magic-animate Magic Animate (Windows) - https://github.com/sdbds/magic-animate-for-windows DreamingTulpa - https://twitter.com/dreamingtulpa/status/1730876691755450572 CocktailPeanut - https://twitter.com/cocktailpeanut/status/1732052909720797524 Google Colab - https://github.com/camenduru/MagicAnimate-colab Huggingface Space - https://huggingface.co/spaces/zcxu-eric/magicanimate Vid2DensePose - https://github.com/Flode-Labs/vid2densepose Model Downloads for the MagicAnimate Gradio App: mkdir -p magic-animate/pretrained_models cd magic-animate/pretrained_models git lfs clone https://huggingface.co/runwayml/stable-diffusion-v1-5 -b fp16 git lfs clone https://huggingface.co/stabilityai/sd-vae-ft-mse git lfs clone https://huggingface.co/zcxu-eric/MagicAnimate Video - https://youtu.be/td27SyA9M80 |
SD 1.5 |
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Steerable Motion - Image Batch with AnimateDiff | SD 1.5 |
The current custom node list is shown in the image below. This is a complete list. Not all nodes are used in workflows.
Install custom nodes using ComfyUI manager