demobook

ComfyUI: High-quality 720p long context generation

ComfyUITry it →Watch full video →SECoursesSECourses·

Demo summary

A demonstration of the 720p long context workflow in ComfyUI, showing how to adjust resolution, prompt, and block swap parameters for higher fidelity output.

Step-by-step

  1. Drag and drop the 10-step high-quality workflow file into ComfyUI
  2. Upload your source media using the 'Choose file to upload' button
  3. Set the frame count to match your source (e.g., 250 frames)
  4. Enter your text prompt in the prompt node
  5. Adjust the resolution to 1280x720 for HD output
  6. Select the '14 billion parameters image to video 720p GGUF Q8' model
  7. Set the block swap parameter based on your available VRAM
  8. Click Run to start the generation

Options

  • Toggle 'Enabled VAE tiling' or 'Tiled VAE' to prevent memory errors
  • Switch between Sage Attention, Flash Attention 2, or SDPA
  • Use a low VRAM configuration (8GB or 15GB) if needed
  • Adjust block swap count (e.g., 20 for speed, 40 for lower VRAM usage)

Watch out for

  • Flash Attention 3 and Flex Attention are not supported by the current auto-installer
  • 720p generation takes significantly longer than 480p workflows
  • High-quality settings can use up to 28 GB of VRAM
  • Quantization settings are disabled when using GGUF models

Tips

  • Use Sage Attention for the best balance of speed and performance
  • Reduce the number of block swaps to speed up generation if you have sufficient VRAM
  • Monitor the CMD window to see how much of the model is offloaded to the CPU versus the GPU
  • Ensure the frame count is extremely precise as this workflow is sensitive to that value

Highlights

“With 10 steps version, you don't need to set anything, everything is set.”

All demos from “MultiTalk Full Tutorial With 1-Click Installer - Make Talking and Singing Videos From Static Images”

  1. 7:406:12Generate 480p talking video in ComfyUIThe creator demonstrates loading a static image and audio file into a ComfyUI workflow using the MultiTalk node to generate a 10-second talking animation.ComfyUIAI Animation Generator
  2. 13:524:06High-quality 720p long context generationCurrentA demonstration of the 720p long context workflow in ComfyUI, showing how to adjust resolution, prompt, and block swap parameters for higher fidelity output.ComfyUIAI Animation Generator
  3. 18:560:49Side-by-side video quality comparisonThe creator uses an 'Ultimate Video Upscaler' tool to perform a side-by-side comparison between the 480p and 720p generated outputs.ComfyUIAI Video Upscaler
  4. 47:445:08Running MultiTalk on RunPodThe creator walks through executing the MultiTalk high-quality workflow on a RunPod instance, monitoring VRAM usage with nvitop while generating the video.ComfyUIAI Animation Generator
  5. Watch “MultiTalk Full Tutorial With 1-Click Installer - Make Talking and Singing Videos From Static Images” →

AI Animation Generator

  1. 1:420:59Seed hunting with a multi-stage LTX 2.3 workflowThe creator demonstrates his custom ComfyUI workflow that generates four low-resolution LTX 2.3 samples simultaneously to find a 'golden seed' before upscaling to 1080p.Fox•Fur•Essence Films
  2. 16:361:56Setting up HunyuanVideo 1.5 in ComfyUIThe video demonstrates how to update ComfyUI and import the HunyuanVideo 1.5 JSON workflow files to create a node-based generation environment.AI Search
  3. 20:151:53Text-to-Video generation in ComfyUIA step-by-step demo of configuring the Hunyuan nodes in ComfyUI, entering a prompt for a 'giant cat', and rendering the final 720p video.AI Search
  4. 29:151:33Running HunyuanVideo with GGUF (Low VRAM)The video shows how to use the GGUF loader node to run a compressed version of HunyuanVideo 1.5, enabling video generation on GPUs with as little as 6GB of VRAM.AI Search
  5. 0:510:36Configure Infinite Talk and Wan 2.1 models in ComfyUIThe user demonstrates loading the Infinite Talk model alongside the Wan 2.1 I2V 14B model within ComfyUI, including enabling block swap and torch compile for VRAM optimization.Olares
  6. 1:551:13Configure sampling and window settings for long video generationThe user walks through the Wan Video Wrapper sampling node, explaining how to set frame window size, motion frame overlap, and start steps for consistent video generation.Olares
  7. 0:310:46Generate cinematic video with LTX MSR workflowThe creator demonstrates using the LTX MSR workflow in ComfyUI to generate a video from multiple reference images and a prompt, highlighting the 3D camera movement and character consistency.Apex Artist
  8. 0:290:24Load source footage and models in ComfyUIThe user demonstrates importing source video footage and loading the necessary model nodes including WAN Video, VAE, and Clip Vision within the ComfyUI interface.ComfyUI
  9. 0:431:12Configure LTX-2.3 MSR LoRA and Prompt Relay in ComfyUIThe creator demonstrates setting up a ComfyUI workflow using the LTX-2.3 model with the MSR LoRA and Prompt Relay nodes to manage video generation on 8GB of VRAM.bigboss97
  10. 4:261:28Overview of the TensNodes Consistent Character Workflow in ComfyUIThe creator walks through a four-stage ComfyUI workflow utilizing TensNodes to process reference images and text for stable LTX video generation.SOTAI
  11. 3:411:25Configure LTX 2.3 foundational parametersA walkthrough of setting dimensions, frame counts, and loading core models including the LTX 2.3 distill model and audio VAE within a ComfyUI workflow.SOTAI
  12. 5:060:37Process visual and audio inputs in ComfyUIThe demo shows how to use the LTX V image-to-video condition node and empty latent audio node to prepare data for the generation engine.SOTAI
demobook

Show, don’t tell.

Categories

LaunchesEmail MarketingImage Generation & EditingMusic & AudioSales TechVideo & Animation

Trends

AI Fruit Video

About

SubmitAboutPrivacyTermsContact

© demobook.co