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    Hshi💗Anima 4K Master Workflow (Txt2Img & Multi-Upscale) - v2.0_Final(Major Update)
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    An all-in-one ComfyUI workflow for Anima (2B Anime Foundation Model), offering calibrated sweet-spot generation, 3 distinct upscaling solutions, and automated batch prompt testing.

    ✨ Key Features

    - Calibrated Anime Baseline: Tuned for Anima's official sweet-spot resolutions (1MP / 2MP, multiple = 32) for stable anatomy and clean lines.

    - Dual-Mode Sampling:

    - Turbo Mode: 12 steps, CFG 1.0, er_sde + simple (with Turbo LoRA).

    - Base High-Fidelity Mode: 28–30 steps, CFG 4.0–4.5, er_sde + simple (LoRA off).

    - 3-Way Switchable Upscale & Refine:

    1. Anima Dual Upscale (Main): Native 1.5× latent pass with zero extra VRAM overhead.

    2. SeedVR2 (4K) Upscaler: Dedicated 4K ultra-resolution enhancement fed straight from the base pass.

    3. Flux2-Klein Adaptive Refine: 1.5× redraw with automatic prompt syncing and ReferenceLatent conditioning.

    - Automated Batch Testing: Built-in line-by-line prompt reader (up to 100 prompts) for effortless batch evaluation.

    ### 💡 Quick Guide

    - Generate base anime images in [Hs Anima Txt2Img].

    - Select your preferred upscaler in [Fast Groups Muter] (enable one at a time for optimal VRAM efficiency).

    - (Optional) Press Ctrl+B on the batch loader to auto-test prompts from a .txt file.


    🌱 Multi-LoRA 4K Workflow

    • Multi-LoRA support

    • Flux2Klein enhancement

    • SeedVR2 4K upscaling

    • High-quality final output


    Anima + LoRA + Face Repair + HD Upscale Workflow

    • Anime character face repair

    • Face detail enhancement

    • High-quality upscaling

    Anima+LoRA+面部修復+高清放大工作流程

    • 動漫角色修臉

    • 面部細節增強

    • 高畫質放大


    作者資訊 Hshi

    微信公眾號:画不出明天

    QQ群:978336169

    微信群:hshi2026

    加入時請註明來意。

    Description

    Major update bringing a restructured 2-pass pipeline, modular upscaling, and batch testing support.

    What's New in v2.0

    - Sweet-Spot Baseline: Pre-calibrated 1MP / 2MP sweet-spot aspect ratios via ResolutionSelector to ensure stable anatomy and line-art consistency.

    - Upgraded 3-Way Upscale Suite:

    1. Anima Dual Upscale: Native 1.5× latent pass with zero extra VRAM overhead.

    2. SeedVR2 (4K) Upscale: Direct high-resolution detail restoration pipeline.

    3. Flux2-Klein Refine: Adaptive 1.5× redraw with automated prompt synchronization.

    - Automated Batch Testing: Added Text Load Line From File node (Ctrl+B to enable) for bulk prompt testing (up to 100 prompts).

    - Dual Sampling Presets: Optimized parameters for Turbo LoRA (12 steps, CFG 1.0) and Native Base mode (28–30 steps, CFG 4.0–4.5).

    FAQ

    Workflows
    Anima

    Details

    Downloads
    4
    Platform
    CivitAI
    Platform Status
    Available
    Created
    11/8/2026
    Updated
    11/8/2026
    Deleted
    -

    Files

    Hshi_Anima_Workflow2.0_Final.json

    Mirrors