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    Published December 25, 2025by hahihula

    ComfyUI Batching Nodes - Automate Your Workflow!

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    generation guidebatchcustom_node

    🚀 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

    📦 Installation Links

    🎬 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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