使用SDXL, Stable Diffusion和ComfyUI学习生成式AI | Learn Generative AI with SDXL, Stable Diffusion and ComfyUI
课程介绍
ComfyUI是一个先进的基于节点的用户界面，利用了Stable Diffusion技术。它允许您创建自定义的工作流程，例如图像后处理或转换。它是一个功能强大且模块化的Stable Diffusion图形用户界面，具有图形/节点界面。通过这个界面，您可以设计和执行高级的Stable Diffusion流水线，无需编写任何代码，为高级用户提供了对扩散过程的精确控制。
ComfyUI是一个令人惊叹的工具，可以帮助您轻松而精确地实现目标。其先进的功能和用户友好的界面使其成为任何希望使用Stable Diffusion技术的人的首选。试试看，亲自体验它如何帮助您实现目标！
Stable Diffusion是一种深度学习的文本到图像模型，于2022年发布。它主要用于根据文本描述生成详细的图像，但它也具有强大的组合和后处理潜力。
提示是使用Stable Diffusion和其他生成式AI模型的核心。
提示工程是使用自然语言与生成式AI模型进行交互的艺术。提示工程被描述为世界经济论坛上的“未来首要工作”，并被Open AI的创始人之一Sam Altman称为“一个非常高效的技能，是自然语言编程的早期示例”。
它涉及构建输入文本，指导模型做什么以及如何做，同时提供线索和支持内容来引导模型的输出。提示工程是构建具有生成式AI智能输出的宝贵技能，因为它可以发挥在大规模语言模型（LLMs）上训练的潜力，这些模型已经通过大量数据进行了训练。
本课程将简要介绍理论并侧重于实践，但理论始终是探索这里所探讨的材料的基础。在生成式AI中，注重细节和开放思维至关重要，并且在整个课程中都会得到鼓励。本课程旨在提供对软件的坚实基础理解，作为进一步探索的跳板。
使用SDXL, Stable Diffusion和ComfyUI学习生成式AI | Learn Generative AI with SDXL, Stable Diffusion and ComfyUI
课程目录：
├──1. Introduction
| ├──1. Welcome and Introduction.en.srt 5.82kb
| ├──1. Welcome and Introduction.mp4 47.33M
| ├──1. Welcome and Introduction.srt 5.45kb
| ├──1.1 Download Python.html 0.11kb
| ├──1.2 Download Stable Diffusion 1.5 Models from RunwayML.html 0.12kb
| ├──1.3 Get Git for Windows.html 0.08kb
| ├──1.4 Installing ComfyUI.html 0.11kb
| ├──2. Stable Diffusion XL (SDXL) and ComfyUI.en.srt 2.24kb
| ├──2. Stable Diffusion XL (SDXL) and ComfyUI.mp4 10.87M
| ├──2. Stable Diffusion XL (SDXL) and ComfyUI.srt 2.05kb
| ├──2.1 SDXL Base Model.html 0.13kb
| ├──2.2 SDXL Refiner Model.html 0.13kb
| ├──3. Demo and Installation.en.srt 8.89kb
| ├──3. Demo and Installation.mp4 70.66M
| ├──3. Demo and Installation.srt 8.48kb
| ├──4. Running Batch Files for GPU and CPU.en.srt 0.55kb
| ├──4. Running Batch Files for GPU and CPU.mp4 2.18M
| ├──4. Running Batch Files for GPU and CPU.srt 0.50kb
| ├──5. SDXL 1.0 – Download and Install files.en.srt 9.35kb
| ├──5. SDXL 1.0 – Download and Install files.mp4 64.37M
| ├──5. SDXL 1.0 – Download and Install files.srt 9.07kb
| ├──5.1 Base Model.html 0.13kb
| ├──5.2 SDXL – VAE.html 0.11kb
| ├──5.3 SDXL 1.0 Refiner Model.html 0.13kb
| ├──6. First Look at SDXL 1.0 – Just what can Stable Diffusion XL Achieve.en.srt 16.06kb
| ├──6. First Look at SDXL 1.0 – Just what can Stable Diffusion XL Achieve.mp4 190.02M
| └──6. First Look at SDXL 1.0 – Just what can Stable Diffusion XL Achieve.srt 14.84kb
├──2. Understanding the User Interface
| ├──1. First Steps.en.srt 12.86kb
| ├──1. First Steps.mp4 104.41M
| ├──1. First Steps.srt 12.43kb
| ├──2. SDXL – First Steps with Stable Diffusion XL Workflows.en.srt 35.63kb
| ├──2. SDXL – First Steps with Stable Diffusion XL Workflows.mp4 376.52M
| ├──2. SDXL – First Steps with Stable Diffusion XL Workflows.srt 33.75kb
| ├──2.1 Pixovert Studios Kitten on a Hill workflow.json 19.62kb
| ├──2.2 Pixovert Studios Kitten on a Hill workflow.png 2.18M
| ├──3. Questions on the Kitten on the Hill.en.srt 6.43kb
| ├──3. Questions on the Kitten on the Hill.mp4 78.47M
| ├──3. Questions on the Kitten on the Hill.srt 5.98kb
| ├──4. Template Customization and Answers to Kitten on the Hill Quiz.en.srt 52.83kb
| ├──4. Template Customization and Answers to Kitten on the Hill Quiz.mp4 582.19M
| └──4. Template Customization and Answers to Kitten on the Hill Quiz.srt 50.56kb
├──3. AI Models and Workflows
| ├──1. Model Curation.en.srt 13.82kb
| ├──1. Model Curation.mp4 132.94M
| ├──1. Model Curation.srt 12.87kb
| ├──2. Workflow Analysis.en.srt 6.52kb
| ├──2. Workflow Analysis.mp4 61.72M
| ├──2. Workflow Analysis.srt 6.29kb
| ├──3. Workflow Inspiration and Non Checkpoint Model Curation.en.srt 7.64kb
| ├──3. Workflow Inspiration and Non Checkpoint Model Curation.mp4 83.95M
| └──3. Workflow Inspiration and Non Checkpoint Model Curation.srt 7.18kb
├──4. Sophisticated Workflows
| ├──1. Enlarging Images and More Sophisticated Workflows.en.srt 22.12kb
| ├──1. Enlarging Images and More Sophisticated Workflows.mp4 230.26M
| ├──1. Enlarging Images and More Sophisticated Workflows.srt 21.18kb
| ├──2. Exploring SDXL Beta Workflows.en.srt 15.97kb
| ├──2. Exploring SDXL Beta Workflows.mp4 166.63M
| ├──2. Exploring SDXL Beta Workflows.srt 14.83kb
| ├──2.1 Example SDXL Workflow v0.5.html 0.11kb
| ├──3. Updating Standalone ComfyUI.en.srt 2.11kb
| ├──3. Updating Standalone ComfyUI.mp4 8.03M
| ├──3. Updating Standalone ComfyUI.srt 1.90kb
| ├──4. Customizing ComfyUI – Installing the ComfyUI Manager.en.srt 10.41kb
| ├──4. Customizing ComfyUI – Installing the ComfyUI Manager.mp4 65.87M
| ├──4. Customizing ComfyUI – Installing the ComfyUI Manager.srt 10.15kb
| ├──4.1 ComfyUI Manager at Github.html 0.10kb
| ├──5. Using the ComfyUI Manager.en.srt 26.01kb
| ├──5. Using the ComfyUI Manager.mp4 169.49M
| ├──5. Using the ComfyUI Manager.srt 25.09kb
| ├──6. Customizing ComfyUI – Automatic1111 Styles and Image Preview.en.srt 22.23kb
| ├──6. Customizing ComfyUI – Automatic1111 Styles and Image Preview.mp4 191.41M
| ├──6. Customizing ComfyUI – Automatic1111 Styles and Image Preview.srt 21.15kb
| ├──6.1 Stable Diffusion Course.html 0.09kb
| ├──7. Customizing ComfyUI – More Efficient Workflows with Efficiency Nodes.en.srt 33.63kb
| ├──7. Customizing ComfyUI – More Efficient Workflows with Efficiency Nodes.mp4 310.56M
| ├──7. Customizing ComfyUI – More Efficient Workflows with Efficiency Nodes.srt 32.33kb
| ├──7.1 Efficiency Nodes Home Page.html 0.12kb
| ├──8. Customizing ComfyUI – Custom Scripts for Organising the User Interface.en.srt 18.38kb
| ├──8. Customizing ComfyUI – Custom Scripts for Organising the User Interface.mp4 176.62M
| ├──8. Customizing ComfyUI – Custom Scripts for Organising the User Interface.srt 17.54kb
| └──8.1 ComfyUI Custom Scripts.html 0.11kb
└──5. Prompt Engineering
| ├──1. Prompt Engineering.en.srt 22.46kb
| ├──1. Prompt Engineering.mp4 230.55M
| ├──1. Prompt Engineering.srt 21.32kb
| ├──2. Prompt Engineering – Interactions with CFG, Sampler Steps and Clip Skipping.en.srt 54.85kb
| ├──2. Prompt Engineering – Interactions with CFG, Sampler Steps and Clip Skipping.mp4 446.38M
| ├──2. Prompt Engineering – Interactions with CFG, Sampler Steps and Clip Skipping.srt 51.38kb
| ├──3. Prompt Engineering – Tricks and Tips.en.srt 23.72kb
| ├──3. Prompt Engineering – Tricks and Tips.mp4 226.26M
| ├──3. Prompt Engineering – Tricks and Tips.srt 22.10kb
| ├──3.1 Renaissance Painting Girl from pope_phred.html 0.19kb
| ├──3.2 SDXL 1 ComfyUI Ultimate Workflow from BeTheRobot.html 0.12kb
| ├──4. Prompt Engineering – Advanced Techniques – Time Based Prompts and Composition 1.en.srt 45.70kb
| ├──4. Prompt Engineering – Advanced Techniques – Time Based Prompts and Composition 1.mp4 526.79M
| ├──4. Prompt Engineering – Advanced Techniques – Time Based Prompts and Composition 1.srt 42.70kb
| ├──4.1 LHG tutorial-E.json.json 6.73kb
| ├──4.2 LHG tutorial.json.json 6.83kb
| ├──5. Time Based Prompts and Composition 2 – Combining SDXL and Stable Diffusion 1.5.en.srt 27.08kb
| ├──5. Time Based Prompts and Composition 2 – Combining SDXL and Stable Diffusion 1.5.mp4 358.26M
| ├──5. Time Based Prompts and Composition 2 – Combining SDXL and Stable Diffusion 1.5.srt 25.31kb
| └──5.1 TBCPrompt.json 11.98kb
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