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ComfyUI Batching Nodes - Automate Your Workflow!

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hahihula

Dec 25, 2025

(Updated: 10 days ago)

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ComfyUI Batching Nodes - Automate Your Workflow!

🚀 ComfyUI Batching Nodes - Automate Your Workflow!

Stop Processing Images One-by-One. Batch Everything! 📦

I'm excited to share ComfyUI Batching Nodes - a free, open-source collection of custom nodes that will revolutionise how you work with ComfyUI!

🎯 What Does It Do?

Ever had to:

  • ❌ Manually change prompts 20 times to test variations?

  • ❌ Load 50 images one-by-one to upscale them?

  • ❌ Generate the same character in 10 different poses manually?

  • ❌ Test different styles on multiple images by hand?

Those days are OVER! ✨

🔥 Key Features

Batch Text (Prompt Loop)

Process multiple prompts automatically - just write them one per line!

Example:

a dragon in a cave, fantasy art
a dragon flying over mountains, epic
a dragon breathing fire, dramatic lighting
a dragon sleeping on treasure, detailed

Result: 4 unique images generated automatically from one workflow run! 🎨

Batch Images (Folder Loader)

Point to any folder and process ALL images through your workflow.

Example Use Cases:

  • 📸 Upscale 100 photos at once

  • 🎭 Apply face restoration to generated images in bulk

  • 🖼️ Convert image formats for entire folders

  • ✨ Apply style transfer to your photo collection

Combined Power! 💪

Mix both nodes to create a matrix of variations:

  • 3 different prompts × 5 different images = 15 unique outputs automatically!

  • Perfect for A/B testing, style exploration, or character variations

📖 Real-World Examples

Example 1: Character Sheet Generation

Prompts:
- character front view, white background
- character side view, white background  
- character back view, white background
- character 3/4 view, white background

Result: Complete character turnaround in one click!

Example 2: Batch Upscaling

Load folder: /my_vacation_photos/ (50 images)
Connect to: Upscale Model → Save

Result: All 50 photos upscaled automatically!

Example 3: Style Testing

Prompts:
- oil painting style
- watercolor style
- digital art style

Images: 5 test images

Result: 15 variations to compare styles!

🎮 How to Install

Method 1: ComfyUI Manager (Easiest!)

  1. Open ComfyUI Manager

  2. Search for "ComfyUI Batching Nodes"

  3. Click Install

  4. Restart ComfyUI

  5. Done! ✅

Method 2: Manual Install

cd ComfyUI/custom_nodes/
git clone https://github.com/Hahihula/ComfyUI-batching-nodes.git
# Restart ComfyUI

💡 Quick Start

Generate 4 Prompts at Once:

  1. Add Batch Text node

  2. Enter your prompts (one per line)

  3. Connect to CLIP Text Encode

  4. Connect to your normal workflow

  5. Queue once → Get 4 images! 🎉

Process Entire Folder:

  1. Add Batch Images node

  2. Set folder path

  3. Connect to your workflow

  4. Queue once → All images processed! 🚀

🌟 What's Included

4 Nodes Total:

  • 📝 Batch Text (Prompt Loop) - Process multiple prompts

  • 🔍 Get Prompt From Batch - Extract single prompts manually

  • 📁 Batch Images (Folder Loader) - Load entire folders

  • 🖼️ Get Image From Batch - Extract single images manually

Plus:

  • ✅ Extensive documentation

  • ✅ Example workflows you can import

  • ✅ Detailed tutorials

  • ✅ MIT License (free forever!)

🎨 Perfect For:

  • Character Artists: Generate turnarounds, expressions, poses

  • Photographers: Batch upscale, enhance, or convert images

  • Style Explorers: Test different prompts on same subject

  • Workflow Automators: Process hundreds of images overnight

  • A/B Testers: Compare prompt variations systematically

  • Dataset Creators: Preprocess large image collections

📊 Performance Benefits

Before Batching Nodes:

  • 50 images = 50 manual loads = 30+ minutes of clicking

  • 10 prompt variations = 10 manual changes = frustration

After Batching Nodes:

  • 50 images = 1 folder selection = 10 seconds

  • 10 prompt variations = 1 text input = 5 seconds

Time Saved: HOURS every week! ⏰

🔧 Advanced Features

Smart Sorting

  • Sort by filename, modification date, or creation date

  • Perfect for chronological processing

Batch Control

  • start_index: Skip first N images (resume interrupted batches!)

  • max_images: Limit to N images (test before full batch)

Flexible Delimiters

  • Newline: \n (default)

  • Comma: , for CSV-style

  • Pipe: | for custom formats

  • Any custom delimiter you want!

Filename Preservation

  • Get original filenames as output

  • Save with organized naming schemes

🆘 Need Help?

Documentation:

Support:

🎉 Success Stories

"This saved me HOURS! I upscaled 200 images while I slept!" - ComfyUI User

"Finally! No more copying and pasting prompts 50 times!" - Character Artist

"The combined batching is mind-blowing. 3 styles × 10 images = 30 variations in minutes!" - Style Explorer

🗺️ Roadmap

Coming soon:

  • ✨ Video frame extraction

  • 📋 CSV import for structured prompts

  • 🔄 Recursive folder scanning

  • 📊 Progress tracking UI

  • 🎯 Image property filtering

  • ☁️ Cloud storage integration

🤝 Contributing

This is an open-source project and contributions are welcome!

Found a bug? Have a feature idea? Want to improve documentation? → Contribute on GitHub

🎬 Try It Today!

Stop wasting time on repetitive tasks. Automate your workflow and focus on creativity!

Install now and start batching! 🚀

Quick Install:

cd ComfyUI/custom_nodes/
git clone https://github.com/Hahihula/ComfyUI-batching-nodes.git

Then restart ComfyUI and look for:

  • Batch Text (Prompt Loop) in the text category

  • Batch Images (Folder Loader) in the image category

💬 Share Your Results!

If you create something cool with these nodes, share it! Tag your work with:

  • #ComfyUIBatching

  • #ComfyUIAutomation

  • Link back to the GitHub repo

I'd love to see what you create! 🎨

⭐ Support the Project

If these nodes help your workflow:

  1. ⭐ Star the GitHub repository

  2. 📢 Share with the ComfyUI community

  3. 💡 Suggest features or improvements

  4. 🐛 Report bugs to make it better

Every star helps more people discover these tools!

🙏 Credits

Built with ❤️ for the ComfyUI community

Special thanks to:

  • ComfyUI developers for the amazing framework

  • The community for feedback and support

  • Everyone who contributes to making this better!

Download now and transform your ComfyUI workflow! ⚡

GitHub: https://github.com/Hahihula/ComfyUI-batching-nodes

#ComfyUI #Automation #BatchProcessing #AIArt #StableDiffusion #Workflow #OpenSource #ComfyUINodes

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