<h1 id="what-is-this-workflow-qxuw5elnx">What is this workflow?</h1>This is my personal ComfyUI workflow built upon what I've learned and used in SD1.5, expanded to cover all possible use cases for myself. On a 4GB VRAM + 16GB RAM system, with everything active, it can still run and provide strong results (if you're willing to wait a while).This workflow includes so, so many things that it's better to view it for yourself. The following is a small subset of supported features of this workflow:<ul><li>v-prediction support + RescaleCFG (disabled by default)</li><li>Controllable CLIP Skip</li><li>ELLA + ollama prompt upscale (SD1.5 exclusive feature)</li><li>Scalable ControlNet group (disabled by default)</li><li>Scalable IP-Adapter group (disabled by default)</li><li>Dynamic Thresholding (disabled by default)</li><li>2-pass txt2img</li><li>Perlin noise latent blend</li><li>Watermark removal using CLIPSeg + Lama cleaner</li><li>Scalable ADetailer group</li><li>Notifications and sounds</li><li>Preview chooser for batch images</li><li>Full Civitai metadata support</li><li>Prompt and LoRA scheduling</li><li>Multi-checkpoint setup (still in testing)</li><li>Wildcard (and wildcard file) support</li><li>...</li></ul>Despite being built for SD1.5 first and foremost, this workflow can also use SDXL models or any all-in-one checkpoint models easily that is supported by <a target="_blank" rel="ugc" href="https://github.com/receyuki/comfyui-prompt-reader-node?tab=readme-ov-file">prompt-reader-node</a>. In these cases, ELLA would be completely useless, so do not enable it.<h1 id="how-to-use-this-workflow-3b21iklfr">How to use this workflow?</h1><ul><li>Step 0: Get <a target="_blank" rel="ugc" href="https://github.com/comfyanonymous/ComfyUI">ComfyUI</a> and <a target="_blank" rel="ugc" href="https://github.com/ltdrdata/ComfyUI-Manager">ComfyUI-Manager</a></li><li>Step 1: Download the workflow file</li><li>Step 2: Import it into ComfyUI</li><li>Step 3: Download all missing nodes</li><li>Step 4: Grab all missing models (more details below)</li><li>Step 5: Have fun generating!</li></ul><h2 id="model-requirements-2awz1djng">Model requirements</h2><h3 id="basic-o1ylo1joy">Basic</h3><ul><li>A checkpoint file (SD1.5, SDXL,...)</li><li>A VAE file (optional if baked VAE)</li><li><a target="_blank" rel="ugc" href="https://openmodeldb.info/models/4x-AnimeSharp">4x-AnimeSharp</a> upscale model (or any other 4x upscale model of choice)</li><li><a target="_blank" rel="ugc" href="https://github.com/Sirosky/Upscale-Hub/releases/tag/AniScale2">2x-AniScale2 </a>upscale model (or any other combination of upscale model for the final upscale step)</li></ul><h3 id="controlnet-aq1g91zdx">ControlNet</h3>All models are available inside ComfyUI-Manager under Model Manager. If you're using PonyXL or IllustriousXL, adapt your own solutions to it.<ul><li>Depth ControlNet (using Depth-Anything preprocessor)</li><li>Lineart ControlNet (using AnyLine Lineart preprocessor)</li><li>OpenPose ControlNet (using DWPose preprocessor)</li><li>Depends on what other ControlNet model you add</li></ul><h3 id="other-features-9zvdfyz7m">Other features</h3><ul><li>IP-Adapter: an IP-Adapter model and its related CLIP-G (CLIP Vision) model. They should all be available under Model Manager</li><li>ELLA: See <a target="_blank" rel="ugc" href="https://github.com/TencentQQGYLab/ComfyUI-ELLA?tab=readme-ov-file#orange_book-models">https://github.com/TencentQQGYLab/ComfyUI-ELLA?tab=readme-ov-file#orange_book-models</a></li><li>ADetailer/FaceDetailer: Most models should be available under Model Manager, except Anzhc's face YOLO, which can be acquired at <a target="_blank" rel="ugc" href="https://huggingface.co/Anzhc/Anzhcs_YOLOs">https://huggingface.co/Anzhc/Anzhcs_YOLOs</a>. Place the downloaded file inside ultralytics/segm</li><li>Ollama: See <a target="_blank" rel="ugc" href="https://ollama.com/download">https://ollama.com/download</a> and follow their instructions. After installing ollama on your system, grab <a target="_blank" rel="ugc" href="https://ollama.com/huihui_ai/llama3.2-abliterate:3b">https://ollama.com/huihui_ai/llama3.2-abliterate:3b</a></li></ul>

[ComfyUI Workflow] All-in-one Text-to-Image Workflow (ControlNet, IP-Adapter, ADetailer, ELLA,...)

The streamlined version of my workflow, meant to be used with SD1.5 first.

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