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
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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).



















