Black Mixture
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✨🎥 Black Mixture's Exclusive Advanced Wan2.1 Generation Suite (Image/Text/Video to Video w/ Lora Support)
🕑 Added 2025-03-23 16:15:00 +0000 UTCHey Black Mixture Fam! 👋🏾 We're excited to bring you our latest ComfyUI workflows for the incredible WAN2.1 models. This release includes advanced options for Text-to-Video, Image-to-Video, and Video-to-Video capabilities! (Now with LORA Support!)
📥 Model Downloads
Required Models & Installation
Place these files in their respective directories:
🔹 WAN2.1 Diffusion Models
🔗 https://huggingface.co/Kijai/WanVideo_comfy/tree/main
📂 ComfyUI/models/diffusion_models
🔹 CLIP Vision Model
🔗 https://huggingface.co/Kijai/WanVideo_comfy/tree/main
📂 ComfyUI/models/clip_vision
🔹 Text Encoder Model
🔗https://huggingface.co/Kijai/WanVideo_comfy/tree/main
📂ComfyUI/models/text_encoders
🔹 VAE Model
🔗https://huggingface.co/Kijai/WanVideo_comfy/tree/main
📂ComfyUI/models/vae
🔨Custom Nodes Installation
Standard Installation:
1. Clone the Kijai Comfyui-WanVideoWrapper repository to your custom_nodes folder
2. Install dependencies
pip install -r requirements.txt
If you're using the Windows portable version, run this command from the ComfyUI_windows_portable folder:
python_embeded\python.exe -m pip install -r ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\requirements.txt
✨ Features
Generate videos from text prompts
Transform static images into dynamic videos
Convert and alter existing videos
Multiple quality presets (Low, Great, Max Quality │Generation times on RTX 4090 GPU⤵
Low (~5 minutes)
Great ( ~10 minutes)
Max (~20 minutes)
Customizable frame settings
Advanced motion control options
Video frame interpolation
Lora Support
Naming Logic based on Quality Presets
Longer videos with long context
🎨 Workflow Sections
Each workflow is color-coded for easy navigation:
🟥 Load Models: Set up required model components
🟨 Input: Load your text, image, or video
🟦 Settings: Configure video generation parameters
🟩 Output: Save and export your results
(short and simple prompts have yielded the best results in our experience)
(Realistic scenes tend to work the best from our testing)
(input video helps reference camera and subject positioning)
Best Loras for Wan:
Hadouken: https://civitai.com/models/1337925?modelVersionId=1510868
Squish Effect: https://civitai.com/models/1340141?modelVersionId=1513385
⚙️ Quick Start
1. Update ComfyUI to the latest version
2. Download and place all required models
3. Install the WAN custom nodes
4. Load the appropriate workflow for your needs
5. Configure settings and generate!
Video Tutorial: https://youtu.be/dMSz2PSiemk
💡 Important Notes
Ensure all models are placed in correct directories
Update ComfyUI before using these workflows
Check GPU memory requirements
Join our Discord for support and updates
When batching multiple generations, if you experience system hangs, try using the Clear Cache in the addon picker.
For the fastest performance, sage attention and triton is recommended (separate install)
Updates
*March 18th, 2025 Update - V1.1 - Bug Fixes & Quality Improvements
Updated the workflows to work with the newest ComfyUI and WanVideoWrapper nodes. A few new features would provide errors if you were using the old workflows (related to the default sampler behavior and the TeaCache settings). This update fixes those issues.
Propagated the node icons and structure from the Image to Video workflow to all of the exclusive advanced workflows for Text to Video, Text to Video (Long Context), and Video to Video.
*March 21st, 2025 Update - V1.2 - Bug Fixes & Quality Improvements
Updated Image to Video workflow to include SLG (better motion) and changed default text encoder node behavior to "force_offload = true".
*March 23rd, 2025 Update - V1.2 - Bug Fixes & Quality Improvements
Fixed issues with Video to Video workflow and added SLG (better motion).
Created by Nate Dwarika from The Black Mixture Team
💝 HUGE Thanks to all of our amazing Patreon supporters and special thanks to Kijai for the custom nodes!
Comments
Black Mixture
Hi Barry, awesome to hear and glad you're diving right in! You can add another lora by creating another wan lora loader node and linking the outputs from the first Lora loader to the outputs of the the new one you created. Then link the original lora loader to the new one and it should be all set. It should flow like this [Original Lora Loader ➡️ New Lora Loader ➡️ Original linked outputs]. I will say in advance though, multiple loras will reduce the quality of the output unless they were trained in a very specific way which is why we didn't include them in this workflow originally.
Barry
Love the work flow, just upgraded my membership so I can extend my hobby and learning! I would like to run multiple lora's at once, which is not built into this workflow. Would you mind telling me the best way to go about that in this workflow? Thank you!
Black Mixture
Hi, happy to help with this! I'm looking into recreating this error on my end. I'll respond here and to your discord message as well.
PixelBlitterBoy
Afternoon all, I am using the BM - Adv. Wan2.1 I2V with no probs at 5secs@16frames (81), but as soon as I select the (Long Video) option and chose 10 secs @ 16frames (160). I get the error: WanVideoSampler: cannot access local variable 'partial_add_cond' where it is not associated with a value. Has anyone solved this error? Many thanks in advance. 😊👍
