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Innovate Futures @ Benji from patreon

Innovate Futures @ Benji

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Innovate Futures @ Benji posts

ComfyUI New Caching For Fast Video Generation - Really Worth To Try?

Tutorial Video : https://youtu.be/FLVcsF2tiXw

New Caching For Fast Video Generation - Really Worth To Use?

In this video, we explore the new MagCache (Fast Video Generation with Magnitude-Aware Cache) for fast video generation in ComfyUI, comparing its performance with the older TeaCache method. We test it with models like WAN 2.1, Hunyuan Video, and Flux, examining sp...

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Hunyuan Video Avatar Local Installation Tutorial - Easy Setup!

Video : https://youtu.be/kqRyEnNFqZg

Explore Tencent's Hanyuan Video Avatar—a cutting-edge AI model that brings virtual characters to life with realistic facial expressions and multi-speaker detection! Unlike Stable Video Diffusion-based avatars, Hanyuan leverages a diffusion transformer architecture for smoother animations and emotion-rich performances. Learn how to run i...

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Wan Vace(Native) V2V With Extend Long Video Workflow - Version 20250616

Finally!

from Vace Start End Frames, got inspired with this.

Like some recent Vace workflow, it's native. but we need the WanVideoWrapper node pack, because of the WanVideo VACE Start To End Frame

This node is awesome! Or should say Wan VACE architecture is awesome.

From now we can stitching long video in ONE generation process.

The workflow applied 4x129 frames but you can apply more if you wan...

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(For Patreon Supporters) Wan Vace-native-Flux_ref_cn_firstlastframe - Advanced - 20250614

Tutorial Video : https://youtu.be/CmAGOcbU1T4

Related Post : https://www.patreon.com/posts/131444835

In this workflow, I add a little more advance features.

  • Start frame image...

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Wan 2.1 Vace Start End Frame - One Of The Most Flexible Frame Interpolation Method

Video : https://youtu.be/CmAGOcbU1T4

Discover the power of WAN 2.1 Vace Start/End Frame—one of the most flexible frame interpolation methods for AI video generation! This tutorial dives into creating smooth, dynamic animations using just a start frame (and optional end frame) paired with ControlNet guides like DW Pose and DepthAnything. See how to avoid morphing artifacts ...

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Wan 2.1 FusionX Fine Tune Model - They Called It The Master Model!

Video : https://youtu.be/1wD8Iyvv1a4

Discover Fusion X—the powerhouse AI model combining AccVideo, Movie Gen 1.1, CausVid, and MPS Reward LoRA into one seamless tool for cinematic, high-quality video generation. In this video, we compare Fusion X with standard WAN 2.1 Vace, showcasing its superior dynamic scenes, human character refinement, and faster processing—all whil...

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(For Patreon Supporters) Wan Vace - Multi Condition With Face Refiner Ver 20250611

Let's make it short in the post, and I am focus on the additional features.

This workflow are based on The tutorial video : https://www.youtube.com/watch?v=XTYwSht6n9Y

And Wan Vace - Multi Condition Basic workflow : https://www.patreon.com/posts/comfyui-wan-2-1-131089902

Additional Feature, to add more detail for character facial expression.

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ComfyUI Wan 2.1 VACE Multi Conditions Using Native Node - Advanced AI Video Editing

Video : https://youtu.be/XTYwSht6n9Y

Take a look of ComfyUI Native node full potential of using WAN 2.1 Vace for AI video editing! This tutorial dives into advanced techniques for character swapping, background replacement, and face swapping—all using native nodes. See how to transform landscapes, create apocalyptic scenes, and seamlessly swap faces with precise motion con...

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ComfyUI Wan 2.1 VACE Multi-Conditions - Better ControlNet And Masking V2V

Tutorial Video : https://youtu.be/wo1Kh5qsUc8

Master WAN 2.1 Vace for advanced AI video motion control! This tutorial dives deep into handling complex character animations—like 360-degree turns, dynamic runs, and precise head movements—using multiple ControlNet preprocessors (DepthAnything, DW Pose) and masked style transfers. See how Vace outperforms basic Fun Control f...

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ComfyUI Wan 2.1 With Trajectory Motion Control For AI Video

Video: https://youtu.be/UM35z2L1XbI

Dive into ByteDance's ATI (Any Trajectory Instruction) for WAN 2.1—a new motion control in AI video generation! This video tests its ability to transform static images into dynamic scenes with trajectory tracking, from Spartan combat thrusts to dramatic character movements. See how it outperforms older models like CogVideo X and handles ...

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Flux Kontext From Black Forest Labs - New Level Of AI Image Editing Model That Beats Others

Video : https://youtu.be/E0qmScftDIU

Discover Flux 1 Kontext—Black Forest Lab's breakthrough AI for in-context image editing! This video tests its Pro and Max versions on their Playground, showcasing how it transforms outfits, backgrounds, and text with unmatched consistency. See real-time edits like adding shirts to models, turning lakes to icy winters, or generating cybe...

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Chatterbox TTS With ComfyUI Locally - You Need This For Your AI Video!

Tutorial Video : https://youtu.be/AquKkveqSvA

Unlock next-level voice cloning with Chatterbox—a cutting-edge zero-shot TTS model that rivals ElevenLabs! This video tests its capabilities locally and online, showcasing dynamic voice tones, emotion control via "exaggeration" settings, and seamless ComfyUI integration. Discover how to clone voices in seconds, convert audio wi...

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(ComfyUI Workflow) Fantasy Talking + Chatterbox TTS - Multimodal AI Talking Avatar - Version 20250531

Tutorial Video : https://youtu.be/AquKkveqSvA

Related Post: https://www.patreon.com/posts/130375333

This is an update of the Fantasy Talking workflow , and because Chatterbox TTS is better in ov...

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ComfyUI With New Phantom 14B - Another Level Of Reference2Video AI Model!

Video : https://youtu.be/Ti3Z3DSRDw8

We dive into the power of ByteDance's Phantom 14B—a cutting-edge fine-tuned model for reference-based AI video generation! This tutorial explores its integration with ComfyUI, showcasing how it revolutionizes subject replication (e.g., clothing, accessories, characters) while slashing render times. Learn to harness the WAN 2.1-based mod...

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(For Patreon Supporters) Update Workflow Phantom S2V Ver. 20250529

Update Workflow based on previous Phantom post: https://www.patreon.com/posts/phantom-run-in-2-127648117

If you use CausVid Lora, you don't need TeaCache.

For Phaton + CausVid :

Floatmatch_causvid CFG = 1, Shift = 8 , Steps = 15-20 get higher quality , CausVid step 8-12 are showing lower quality.

Without CausVid :

U...

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n8n with ComfyUI - AI Video Automation Local Setup Walkthrough

Video Tutorial : https://youtu.be/S8Lv-CdGMJU

Discover how to supercharge your AI video automation workflows by integrating ComfyUI with n8n! In this tutorial, we walk through automating image and video generation using AI agents, language models, and seamless tool collaboration. Learn to build end-to-end systems that replace manual tasks, from creating dynamic text prompts ...

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Float +Vace native - Talking Avatar - Version 20250523

Video Tutorial : https://www.patreon.com/posts/129688882/

Step-by-Step Workflow in ComfyUI

Step 1: Setting Up ComfyUI

Before diving into the workflow, ensure you have ComfyUI installed and running. If you’re new to ComfyUI, follow these steps:

Install Python and set up a virtual environment (e.g., using Conda).

Clone the ComfyUI r...

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Float In ComfyUI With Wan VACE - Audio-driven Talking Portrait

Video Tutorial : https://youtu.be/YTZ5J3KcC60

For Patreon Supporters: https://www.patreon.com/posts/129689876

In this video, we explore Float, a cutting-edge AI talking portrait tool that generates lifelike lip-syncing avatars from just an image and audio input. Learn how to install and run...

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Workflow Update - Wan Vace 5in1 (Ver. 20250522)

Innovate Futures @ Benji post Workflow Update - Wan Vace 5in1 (Ver. 20250522) from patreon

Previous version : https://www.patreon.com/posts/comfyui-workflow-129211762

Current version update:

RemoveBG and White background node change

RenoveBG node new version only have Alpha background, that cause image cannot process further in image resize or pass into Vace Encode.

Now Fill background added.

Mask Edit ...

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(For Patreon Supporters) Natively Running WAN 2.1 VACE + GGUF and Integrating with Flux for First Frame Ver.20250521

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

GGUF Repo https://huggingface.co/QuantStack/Wan2.1-VACE-14B-GGUF

ComfyUI Repackaged Repo https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main

ComfyUI Blog Post ...

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ComfyUI Native Using Wan 2.1 VACE & GGUF for Less Memory Processing!

Video : https://youtu.be/UUCmCyABmSc

Additional Contents for Patreon Supporters: https://www.patreon.com/posts/129526216

In this video, we explore the latest updates for WAN 2.1 Vace in ComfyUI,...

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Wan 2.1 VACE 14B Released - Better Quality For AI Video Editing - Tutorial Guide

Video : https://youtu.be/PWVXbeKlXbY

(ComfyUI Workflow)Wan VACE 14B 5 In 1 Features Workflow Version 20250518 : https://www.patreon.com/posts/comfyui-workflow-129211762?utm_source=youtube&utm_medium=video&am...

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(ComfyUI Workflow)Wan VACE 14B 5 In 1 Features Workflow Version 20250518

hey!

Just tested 14B last 2 days and updated VACE workflows. And I was thinking, how about just put it in one workflow, with all the fundamental features that VACE have, and just share to you all.

It's pretty interesting and things come with good timing, we just talk about CausVid and MoviiGen in the last video. Find out that CausVid 14B Lora model do help a lot for loading VACE 14B locally, and within 4-6 steps it does generate something like a normal Wan 2.1 video. Plus, we loaded with Wan 14B Text2Vid model, it do perform ev...

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Wan 2.1 Fine Tune Models going wild! CausVid t2v And MoviiGen1.1

Video : https://youtu.be/zO52xUBJlP0

In this video, we explore two powerful AI video models, CausVid and MovieGen, both fine-tuned from WAN 2.1. CausVid specializes in fast auto-regressive video generation, ideal for quick, short clips, while MovieGen focuses on cinematic-quality video with enhanced realism and higher resolutions like 720p and 1080p. We test these models in ...

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(For Patreon Supporters) Hunyuan Custom subject2vid and LTX Upscaler

Hunyuan Custom Post : https://www.patreon.com/posts/hunyuan-custom-128857913

Video about Hunyuan Custom : https://youtu.be/4MwxgtZztOU

LTX Video 13B Post: https://www.patreon.com/posts/ltx-video-13b-in-128627105

Video about LTX Video 13B : Video : 2025-05-13 19:11:22 +0000 UTC View Post

Hunyuan Custom Subject Video Customization - New AI Model For Referencing To Video Generation

Video : https://youtu.be/4MwxgtZztOU

In this video, we explore Hanyuan Custom, a cutting-edge AI video generation model that allows you to create dynamic videos using reference images, text prompts, and even audio inputs. Discover how to leverage features like single-subject and multi-subject customization, audio-driven video generation, and advanced referencing techniques to...

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ACE Step AI Music Model Running Locally And ComfyUI - Tutorial Guide + Workflow

Video : https://youtu.be/0TqzphAv1-Y

In this video, we dive into Ace Step, an open-source AI music generation model developed by Ace Studio and Step Fun. Discover how to generate, edit, and enhance music using features like text-to-audio, audio-to-audio, lyrics editing, and repainting. Learn how to run this model locally via ComfyUI or the Hugging Face demo, optimize memory ...

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LTX Video 13B In ComfyUI - Still The Most Fastest AI VIdeo & Getting Better!

Video : https://youtu.be/2asTwiDn0y0

In this video, we explore the latest update of the LTX Video AI model, version 0.9.7 with 13 billion parameters. Discover how to run this powerful model locally using FP8 or GGUF-quantized versions, optimized for consumer-grade GPUs like the Nvidia 4090 and 5090. Learn about the new custom nodes, Spatiotemporal Skip Guidance (STG), and th...

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FramePack With LipSync Create AI Talking Avatar - Let's Push the Limits for Local AI!

Video: https://youtu.be/yey8RnwUen4

Create AI talking with this step-by-step ComfyUI workflow! In this video, we combine FramePack, Flux LoRA, and Latent Sync 1.5 to generate lifelike avatars—from image generation to lip-syncing and voice cloning. Learn how to optimize text-to-speech (F5TTS), video duration, and upscaling for crisp results. Perfect for YouTube Shorts, virt...

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(For Patreon Support) FramePack Create AI Talking Avatar

Innovate Futures @ Benji post (For Patreon Support) FramePack Create AI Talking Avatar from patreon

Related Post : https://www.patreon.com/posts/128455298

Video : https://youtu.be/yey8RnwUen4

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In this blog post, we'll dive deep into an advanced workflow for creating lifelike AI talking avatars using open-source tools like FramePack, ComfyUI, and Latent Sync 1.5.

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