LongNet: Scaling Transformers to 1,000,000,000 Tokens
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4KAgent: Agentic Any Image to 4K Super-Resolution
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Lumos-1: On Autoregressive Video Generation from a Unified Model
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MultiTalk (from MeiGen) Full Tutorial With 1-Click Installer - Make Talking and Singing Videos From Static Images - Moreover shows how to setup and use on RunPod and Massed Compute private cheap cloud services as well
Tutorial video link > https://youtu.be/8cMIwS9qo4M
Video Chapters
0:00 Intro & MultiTalk Showcase
0:28 Singing Animation Showcase
0:57 Tutorial Structure Overview (Windows, Massed Compute, RunPod)
1:10 Windows - Step 1: Download & Extract the Main ZIP File
1:43 Windows - Prerequisites (Python, Git, CUDA, FFmpeg)
2:12 Windows - How to Perform a Fresh Installation (Deleting venv & custom_nodes)
2:42 Windows - Step 2: Running the Main ComfyUI Installer Script
4:24 Windows - Step 3: Installing MultiTalk Nodes & Dependencies
5:05 Windows - Step 4: Downloading Models with the Unified Downloader
6:18 Windows - Tip: Setting Custom Model Paths in ComfyUI
7:18 Windows - Step 5: Updating ComfyUI to the Latest Version
7:39 Windows - Step 6: Launching ComfyUI
7:53 Workflow Usage - Using the 480p 10-Second Workflow
8:07 Workflow Usage - Configuring Basic Parameters (Image, Audio, Resolution)
8:55 Workflow Usage - Optimizing Performance: 'Blocks to Swap' & GPU Monitoring
9:49 Workflow Usage - Crucial Step: Calculating & Setting the Number of Frames
10:48 Workflow Usage - First Generation: Running the 480p Workflow
12:01 Workflow Usage - Troubleshooting: How to Fix 'Out of VRAM' Errors
13:51 Workflow Usage - Introducing the High-Quality Long Context Workflow (720p)
14:09 Workflow Usage - Configuring the 720p 10-Step High-Quality Workflow
16:18 Workflow Usage - Selecting the Correct Model (GGUF) & Attention Mechanism
17:58 Workflow Usage - Improving Results by Changing the Seed
18:36 Workflow Usage - Side-by-Side Comparison: 480p vs 720p High-Quality
20:26 Workflow Usage - Behind the Scenes: How the Intro Videos Were Made
21:32 Part 2: Massed Compute Cloud GPU Tutorial
22:03 Massed Compute - Deploying a GPU Instance (H100)
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