Run SDXL Locally With ComfyUI (2024 Stable Diffusion Guide)

Item: Run SDXL Locally With ComfyUI (2024 Stable Diffusion Guide)
Rating: 4
Author: PostSingularity Institute

by Matt Wolfe

Applied Sciences & Engineering AI — Models & Research UYQArtificial intelligence (AI)UYQFGenerative artificial intelligence

🎙 Matt Wolfe 👥 1.0M 📅 January 17, 2024 ⏱ 22 min 👁 211K 📄 tutorial 🧭 2026-08-28

Available in: English (current) Français

Keywords

Stable DiffusionComfyUISDXLlocal installationAI art generation

Summary

This tutorial by Matt Wolfe provides a comprehensive guide to installing and using Stable Diffusion XL (SDXL) locally with ComfyUI. The video begins by explaining why Stable Diffusion is a preferred choice over other AI art tools, highlighting its open-source nature, privacy, and customization options. It then introduces ComfyUI as a more visual and flexible interface compared to Automatic1111. The installation process is detailed step-by-step, covering system requirements, downloading ComfyUI from GitHub, and installing the necessary SDXL models (base, refiner, and VAE) from Hugging Face. The tutorial also demonstrates how to use the ComfyUI Manager to install custom nodes and models, such as ControlNet for pose control. Additionally, it shows how to load custom models from Civitai and inject a user’s face into generated images. The video concludes with tips on sharing workflows and encourages viewers to explore more advanced tutorials. Throughout, the author emphasizes the ease of installation and the power of ComfyUI’s node-based workflow.

156 words

Critical Evaluation

Value of the Information & Strength of the Argument

The video provides high practical value for beginners and intermediate users. The step-by-step installation is clear and actionable, with visual demonstrations. The argumentation for choosing ComfyUI over alternatives is convincing, based on its visual workflow and ease of use. The tutorial effectively explains the function of each node and parameter, enabling users to understand and customize their image generation. The inclusion of ControlNet and custom model integration adds significant value, showcasing advanced capabilities.

Scientific Rigor, Source Quality, Title Accuracy

The tutorial is scientifically rigorous in its use of official sources: GitHub for ComfyUI and ComfyUI-Manager, Hugging Face for SDXL models, and Civitai for community models. The instructions are accurate and reproducible, as evidenced by user comments. The title accurately reflects the content, and the video is well-structured with timestamps. The author’s expertise is evident, and he provides additional resources for Mac users and further exploration.

154 words

Title / Content Match

The title accurately reflects the content: a guide to running SDXL locally with ComfyUI.

Quality & Reliability

8/10

The tutorial is clear, step-by-step, and based on official sources (GitHub, Hugging Face). The author demonstrates practical knowledge and provides troubleshooting tips. Minor limitations: some subjective advice on settings and reliance on third-party tools.

Chapters

Cited Sources

ComfyUI GitHub Repository — Official repository for ComfyUI, used for installation and reference.
ComfyUI-Manager GitHub Repository — Official repository for ComfyUI-Manager, used to install custom nodes and models.
Stable Diffusion XL Base 1.0 — Hugging Face page for the SDXL base model, downloaded in the tutorial.
Stable Diffusion XL Refiner 1.0 — Hugging Face page for the SDXL refiner model, downloaded in the tutorial.
SDXL VAE — Hugging Face page for the SDXL VAE, downloaded in the tutorial.
Civitai — Platform for downloading community models and workflows, mentioned in the tutorial.
SDXL Workflow Templates for ComfyUI — Example of community-created workflows, demonstrated in the tutorial.
Install Automatic1111 (First Guide) — Previous tutorial by the same author, referenced for comparison.
Install ComfyUI on Mac — External tutorial for Mac installation, recommended in the video.
Train A Model With Your Face — Previous tutorial on training a custom model, referenced for face injection.

Concurring Sources

ComfyUI GitHub Repository — Official source, consistent with the tutorial's instructions.
Hugging Face SDXL Model Cards — Official model documentation, consistent with the tutorial's usage.

External References

Contribution & Novelties

The video provides a clear and up-to-date guide for installing SDXL with ComfyUI, addressing the shift from Automatic1111. It offers practical tips on using ComfyUI Manager and ControlNet, and demonstrates how to leverage community workflows. The tutorial is valuable for users transitioning to ComfyUI.

Pour aller plus loin :

Stable Diffusion XL — Background on the model and its capabilities.
ControlNet — Official repository for ControlNet, a key technique for pose control.
ComfyUI documentation — Official documentation for deeper understanding of nodes and workflows.

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Radar Profile

The radar profile shows high scores in information quantity, quality, and reliability, with a slightly lower technical depth. This indicates a well-balanced tutorial that is both informative and accessible, with a strong foundation in official sources.

Reliability 8/10

💬 Très positif. Sur les 30 commentaires analysés, la grande majorité exprime une gratitude et une satisfaction élevées, saluant la clarté du tutoriel et son efficacité, avec quelques demandes de contenus plus avancés.