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    HiFi Render and Mixed Caption Workflow - v2 SPEED++
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    EA just for lols.. you can grab the same workflow from image posts. But I will be very glad if you pay m3n3mooom EA fee 🙏

    Read this guide for more details.

    The HiFi-Render workflow is a sophisticated two-stage image enhancement system built in ComfyUI that transforms low-quality input images into high-fidelity realistic renders. This workflow leverages the complementary strengths of different AI models to achieve superior results:

    1. Draft Stage: Uses NoobAI anime-style model for initial composition and structure

    2. Finalization Stage: Employs realistic Illustrious/Pony hybrid models with ControlNet guidance for photorealistic output

    The workflow is particularly valuable for dataset creation, as it generates both high-quality images and comprehensive hybrid captions combining Booru tags with natural language descriptions and style modifiers.

    Read this guide for more details.

    Description

    Much faster version. Slow MoonDream 2 replaced with CLIP L based natural caption generator (same speed as of WD14 and low VRAM consumption). Also some of the nodes from custom node package were replaced for better compatibility.

    Please report the nodes missing on your side so I can help you to install it or replace with something more commonly available within next version.

    FAQ

    Workflows
    NoobAI

    Details

    Downloads
    110
    Platform
    CivitAI
    Platform Status
    Available
    Created
    6/7/2025
    Updated
    5/13/2026
    Deleted
    -

    Files

    hifiRenderAndMixed_v2SPEED.zip

    Mirrors