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March 10, 2025

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

Tutorial Video Link : https://www.youtube.com/watch?v=ueMrzmbdWBg

Squish Effect LoRA arrived to 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) and Image to Video (I2V). Now our ultra advanced 1-Click Gradio application supports LoRAs and today I will show you all the new developments to our Wan 2.1 all in one video generation Gradio App. We have added so many new features since the original Wan 2.1 step by step tutorial and we continue to improve our App on a daily bases with amazing updates.

🔗 Full Instructions, Configs, Installers, Information and Links Shared Post (the one used in the tutorial) ⤵️

▶️ https://www.patreon.com/posts/click-to-open-post-used-in-tutorial-123105403

🔗 Original Main Tutorial Video

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

▶️ https://youtu.be/hnAhveNy-8s

🔗 SECourses Official Discord 9500+ Members ⤵️

▶️ https://discord.com/servers/software-engineering-courses-secourses-772774097734074388

🔗 Stable Diffusion, FLUX, Generative AI Tutorials and Resources GitHub ⤵️

▶️ https://github.com/FurkanGozukara/Stable-Diffusion

🔗 SECourses Official Reddit - Stay Subscribed To Learn All The News and More ⤵️

▶️ https://www.reddit.com/r/SECourses/

🔗 MSI RTX 5090 TRIO FurMark Benchmarking + Overclocking + Noise Testing and Comparing with RTX 3090 TI ⤵️

▶️ https://youtu.be/uV3oqdILOmA

🔗 RTX 5090 Tested Against FLUX DEV, SD 3.5 Large, SD 3.5 Medium, SDXL, SD 1.5, AMD 9950X + RTX 3090 TI ⤵️

▶️ https://youtu.be/jHlGzaDLkto

If you want to have Squish it: AI Squish Video Art locally for free forever, our app and Squish LoRA and Wan 2.1 is all you need. Watch this tutorial to learn all. Moreover this tutorial will show you majority of the newest features we have implemented with non-stop working for 10 days.

Hopefully many more updates coming soon.

Video Chapters

0:00 Introduction & Wan 2.1 Updates: Overview of new features and the Squishing LoRA effect.

0:10 Squishing Video Effect (LoRA) & New Features: Exploring the new LoRA and updates like FP8, BF16.

0:29 Application Updates and Demonstrations: Showing "Save Prompt to File" and config saving.

0:45 RIFE for FPS Boost, FP8/BF16 Options, and LoRA Support

1:02 Improved "Save Prompt to File" & Configuration System: How saving prompts and configs works.

1:19 Configuration Saving Demonstration (Example: "My Squish LoRA"): A practical example of config use.

1:37 Using the Application & Installation Tutorial Link

2:05 Navigating the Update Log and Finding Installation Instructions: Step-by-step setup guide.

2:33 Downloading, Installing, and Running the Installation Script

3:11 Downloading Models and Model Selection Options: Choosing the right model for your needs (480p, 720p).

3:44 Downloading Specific Models and File Size Optimizations: How to manage download size.

4:11 Starting the Application & Troubleshooting Triton Errors: Fixing common startup issues.

4:35 Interface Overview, Model Selection, and GPU Preset Settings: Configuring the application.

5:00 "Apply Practical RIFE" for FPS Boost and Smoothness Demonstration: Before/after RIFE comparison.

5:29 RIFE Model Details, Prompt Setup, and LoRA Activation Word: Using the Squish LoRA effectively.

6:00 Selecting the LoRA in the Interface and Uploading Your Image: Preparing for image-to-video.

6:39 Parameter Verification, Kudos to the Creator, and Frame Count Explanation: Setting up the generation.

7:11 Reducing Inference Steps for Faster Generation and Monitoring GPU Usage: Optimizing speed.

7:55 Generation Time, Future Speed Improvements (Teacache), and Implementation Details

8:24 Current Optimizations (Triton, CUDA, Torch, Flash Attention) and Comparison to ComfyUI

8:54 VRAM Usage, Quality Focus, and Finding Other Compatible LoRAs on CivitAI

9:34 CivitAI LoRA Search, Generation Progress, and Speed on RTX 5090: Real-world performance.

9:51 Main Tutorial Video Recommendation and Prompt Enhance Improvements

10:27 Continuous Application Improvements, Future Plans (Hunyuan Video), and Tiled VAE

10:58 Generation Completion and Example Video Review: Assessing the final output quality

11:11 Introducing to MMAudio: Brief introduction to MMAudio application

11:32 MMAudio demo and explanation: showing example and basic prompt

12:03 Speed of MMAudio and coming tutorial: demonstration of generation speed

12:14 MMAudio multiple seed generation: Generating multiple seeds for better output

12:41 MMAudio features and showing examples

13:12 Conclusion, Resource Links, and Call to Action

Comments (8)

c
cool1 · March 14, 2025

Thanks. Will there still be a UI/app (like gradio) that you could post about for Lora training for Wan 2.1 that we can use with windows (that will work with 24GB GPUs) and if so will we be able to train it on images and video?

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SECourses: FLUX, Tutorials, Guides, Resources, Training, Scripts · March 15, 2025

yes hopefully we will

T
Thomas Reichert · March 12, 2025

https://prnt.sc/ZMv9bgPXuzuM Followed your python, CUDA, etc install guide to a T. Installed with installer. Get this error upon running. Any thoughts?

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SECourses: FLUX, Tutorials, Guides, Resources, Training, Scripts · March 12, 2025

Triton just made an update today. That can fix issue. You are missing either of these CUDA (12.4+), C++ tools or MSVC. delete venv and reinstall today and see if it fixes. Also run clear triton cache file it can also fix

M
Morgan Old · March 11, 2025

CMD Screenshot https://prnt.sc/uAoCEjKOVZDe

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SECourses: FLUX, Tutorials, Guides, Resources, Training, Scripts · March 11, 2025

wow this is weird. it happens instantly for me. how much RAM you have? how much virtual RAM? did you try after restart of computer?

M
Morgan Old · March 11, 2025

Today I tested the Squish Effect as well. After starting it, I waited for 15 minutes, but there was no indication in the terminal that the generation process had begun. There were also no error messages. Is this normal when generating Squish Effect videos? In cmd last is this "Loading LoRA models from file: LoRAs\squish_18.safetensors"

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SECourses: FLUX, Tutorials, Guides, Resources, Training, Scripts · March 11, 2025

no not normal. try 480p model it uses lesser VRAM and faster