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18:01 Upscaler: FFmpeg Presets, Dev Status & Vision
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Classroom Contents
Wan 2.1 Text-to-Video and Image-to-Video Tutorial with CausVid LoRA for SwarmUI
Automatically move to the next video in the Classroom when playback concludes
- 1 0:00 Introduction & Amazing Demo
- 2 0:23 Tutorial Goals: Video Gen 1.2.1, Speedups CowsWith, Rife
- 3 0:35 SwarmUI: Installation & Update Process
- 4 0:57 SwarmUI Downloader: 1.2.1 Model & CowsWith Lora
- 5 1:48 Optional: Integrating Models with ComfyUI
- 6 2:12 SwarmUI Start, Config & Rife Interpolation
- 7 2:38 Image-to-Video: Importing Presets
- 8 2:51 Image-to-Video: GGUF Model Selection & VRAM
- 9 3:09 Image-to-Video: Optimal Resolution & Aspect Ratio
- 10 3:21 Image-to-Video: CowsWith Lora & "Fast CowsWith" Preset
- 11 3:44 Image-to-Video: Key Parameters Steps, CFG, Init Image
- 12 4:04 Image-to-Video: Creativity 0 & Frame Count
- 13 4:26 VRAM Management: Avoiding Shared VRAM Slowdowns
- 14 4:40 Image-to-Video: Rife x2 Double FPS & Advanced Settings
- 15 4:56 Image-to-Video: Trimming Frames & Crafting Prompt
- 16 5:24 Dual GPU I2V Gen: RTX 5090 vs 3090Ti
- 17 5:55 I2V Speed, VRAM & First Result Analysis RTX 5090: 5.7s/it
- 18 6:35 First I2V Result Review & Iteration Needs
- 19 6:52 Second I2V Result: AI Fixes Missing Parts!
- 20 7:20 Recap: Power of Optimized SwarmUI
- 21 7:33 Text-to-Video: Switching & Model Setup
- 22 8:04 Text-to-Video: Applying T2V Presets
- 23 8:19 Text-to-Video: Key Parameter Differences
- 24 8:34 Text-to-Video: Setting Resolution & Rife
- 25 9:02 Text-to-Video: Prompting & Ensuring Lora
- 26 9:17 Speed vs Quality: T-Cash & Sage Attention
- 27 9:30 Text-to-Video: Dual GPU Generation Start & Setup
- 28 10:03 Text-to-Video: VRAM Check & Speed Expectations
- 29 11:51 Text-to-Video Speed Analysis: 5090 8.4s/it vs 3090Ti 18.2s/it
- 30 12:01 Text-to-Video Result 576x1008 Review: "Really Great!"
- 31 12:55 Teaser: "My Diffusion Based Upscaler" & Quick Peek
- 32 13:10 Upscaler Features: Splitting, Per-Clip Prompting/Upscaling
- 33 13:35 Upscaler Features: Auto-Caption CogVLM2, Ratio Control
- 34 13:45 Upscaler Features: Batch Processing & Max Frame Control
- 35 13:51 Upscaler: Quality Goal 10x+, Optimizations & Ideas
- 36 18:01 Upscaler: FFmpeg Presets, Dev Status & Vision
- 37 18:13 Final Recap: Hope You Enjoyed & Generated Videos Review
- 38 18:20 Generated Video Quality & Time Assessment: "Magnificent!"
- 39 18:24 Final Timings: RTX 3090Ti 170s vs RTX 5090 90s
- 40 18:32 Your Choice: Resolution, Frames, Speed & VRAM Balance
