Wan 2.1 Squish LoRA Video Tutorial

Community Article Published March 11, 2025

Tutorial Link

https://youtu.be/ueMrzmbdWBg


Example Video Made Locally With Wan 2.1 and MMAudio

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102.) Free - Windows and Cloud

**Wan 2.1 AI Video Model: Ultimate Step-by-Step Tutorial for Windows & Affordable Private Cloud Setup**

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103.) Free - Windows and Cloud

**Ultra Advanced Wan 2.1 App Updates & Famous Squish Effect to Generate Squishing Videos Locally**

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Info

Squish Effect LoRA has arrived in Wan 2.1!
Wan 2.1 is the truly state-of-the-art (SOTA) open source video generation model that supports:

  • Text to Video (T2V)
  • Video to Video (V2V)
  • Image to Video (I2V)

Our ultra advanced 1-Click Gradio application now supports LoRAs. In this video, you'll see all the new developments in our Wan 2.1 all-in-one video generation Gradio App. We’ve added tons of new features since the original step-by-step tutorial and continue to improve the app daily with amazing updates.


Resources

  • 🔗 Full Instructions, Configs, Installers, Information and Links Shared Post (the one used in the tutorial):
    Click to open post used in tutorial

  • 🔗 Original Main Tutorial Video:
    Wan 2.1 AI Video Model: Ultimate Step-by-Step Tutorial for Windows & Affordable Private Cloud Setup
    Watch on YouTube

  • 🔗 SECourses Official Discord (9500+ Members):
    Join Discord

  • 🔗 Stable Diffusion, FLUX, Generative AI Tutorials and Resources GitHub:
    Visit GitHub

  • 🔗 SECourses Official Reddit — Stay Subscribed To Learn All The News and More:
    Visit Reddit

  • 🔗 MSI RTX 5090 TRIO FurMark Benchmarking + Overclocking + Noise Testing and Comparing with RTX 3090 TI:
    Watch on YouTube

  • 🔗 RTX 5090 Tested Against FLUX DEV, SD 3.5 Large, SD 3.5 Medium, SDXL, SD 1.5, AMD 9950X + RTX 3090 TI:
    Watch on YouTube

If you want to have Squish it: AI Squish Video Art locally for free forever, our app combined with Squish LoRA and Wan 2.1 is all you need. Watch this tutorial to learn everything—the video covers the majority of the newest features implemented non-stop over 10 days.

Hopefully, many more updates coming soon!


Video Chapters

  1. 0:00 Introduction & Wan 2.1 Updates
    Overview of new features and the Squishing LoRA effect.
  2. 0:10 Squishing Video Effect (LoRA) & New Features
    Exploring the new LoRA and updates like FP8, BF16.
  3. 0:29 Application Updates and Demonstrations
    Showing “Save Prompt to File” and configuration saving.
  4. 0:45 RIFE for FPS Boost, FP8/BF16 Options, and LoRA Support
  5. 1:02 Improved “Save Prompt to File” & Configuration System
    How saving prompts and configs works.
  6. 1:19 Configuration Saving Demonstration (Example: “My Squish LoRA”)
    A practical example of configuration use.
  7. 1:37 Using the Application & Installation Tutorial Link
  8. 2:05 Navigating the Update Log and Finding Installation Instructions
    Step-by-step setup guide.
  9. 2:33 Downloading, Installing, and Running the Installation Script
  10. 3:11 Downloading Models and Model Selection Options
    Choosing the right model for your needs (480p, 720p).
  11. 3:44 Downloading Specific Models and File Size Optimizations
    How to manage download sizes.
  12. 4:11 Starting the Application & Troubleshooting Triton Errors
    Fixing common startup issues.
  13. 4:35 Interface Overview, Model Selection, and GPU Preset Settings
    Configuring the application.
  14. 5:00 “Apply Practical RIFE” for FPS Boost and Smoothness Demonstration
    Before/after RIFE comparison.
  15. 5:29 RIFE Model Details, Prompt Setup, and LoRA Activation Word
    Using the Squish LoRA effectively.
  16. 6:00 Selecting the LoRA in the Interface and Uploading Your Image
    Preparing for image-to-video conversion.
  17. 6:39 Parameter Verification, Kudos to the Creator, and Frame Count Explanation
    Setting up the generation.
  18. 7:11 Reducing Inference Steps for Faster Generation and Monitoring GPU Usage
    Optimizing speed.
  19. 7:55 Generation Time, Future Speed Improvements (Teacache), and Implementation Details
  20. 8:24 Current Optimizations (Triton, CUDA, Torch, Flash Attention) and Comparison to ComfyUI
  21. 8:54 VRAM Usage, Quality Focus, and Finding Other Compatible LoRAs on CivitAI
  22. 9:34 CivitAI LoRA Search, Generation Progress, and Speed on RTX 5090
    Real-world performance.
  23. 9:51 Main Tutorial Video Recommendation and Prompt Enhancement Improvements
  24. 10:27 Continuous Application Improvements, Future Plans (Hunyuan Video), and Tiled VAE
  25. 10:58 Generation Completion and Example Video Review
    Assessing the final output quality.
  26. 11:11 Introducing MMAudio
    Brief introduction to the MMAudio application.
  27. 11:32 MMAudio Demo and Explanation
    Showing an example and basic prompt.
  28. 12:03 Speed of MMAudio and Upcoming Tutorial
    Demonstration of generation speed.
  29. 12:14 MMAudio Multiple Seed Generation
    Generating multiple seeds for better output.
  30. 12:41 MMAudio Features and Examples
  31. 13:12 Conclusion, Resource Links, and Call to Action

Community

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