Instructions to use SeeSee21/Chroma-Anime-AIO with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use SeeSee21/Chroma-Anime-AIO with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("SeeSee21/Chroma-Anime-AIO", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Redesign model page (new shared layout, grammar fixes)
Browse files
README.md
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## 🎨 Chroma-Anime-AIO-v1-FP8
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The only version on Civitai: all-in-one FP8 checkpoint (Chroma-2K-QC + Chroma-Anime-V3 LoRA + FLUX VAE + FLAN-T5-XXL). Civitai: [Chroma-Anime-AIO-v1-FP8](https://civitai.red/models/2022057?modelVersionId=2288507) · Workflow: [🎨 Simple Workflow](#🎨-chroma-anime-aio-simple-workflow)
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| [`Chroma-Anime-AIO-v1-FP8.safetensors`](https://huggingface.co/SeeSee21/Chroma-Anime-AIO/resolve/main/Chroma-Anime-AIO-v1-FP8.safetensors) | AIO checkpoint FP8 (VAE + text encoder integrated) | `models/checkpoints/` (Load Checkpoint) |
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**⚙️ Settings (from the original description):** Steps 16–26 · CFG 3.6–5 · Euler Normal (or any) · Clip Skip 1 · optional trigger `anime,`.
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##
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- 🎛️ Any sampler works (Euler, Beta, Simple – your choice!)
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- 🔄 All Chroma/FLUX-compatible workflows function perfectly
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##
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Clip Skip: 1
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- **Stronger anime style?** → Push CFG above 4.0 (test at 4.2-5.0)
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- **Experimenting?** → Just change your prompt – the checkpoint adapts!
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### What's Inside?
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- **Base Model:** Chroma-2K-QC (optimized for faster convergence)
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- **Style:** Chroma-Anime-V3 LoRA (pre-merged at optimal strength)
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- **VAE:** FLUX VAE (integrated)
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- **Text Encoder:** FLAN-T5-XXL (superior to standard T5-XXL)
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### Why FLAN-T5-XXL?
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*
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| :--- | :---: | :---: | :---: | :---: |
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| 1 – Quick Iteration Mode | 512×512 | 16 | 3.6 | 28.20s |
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| 2 – Portrait Format | 512×768 | 16 | 3.6 | 34.57s |
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| 3 – Standard HD Quality | 1024×1024 | 16 | 4 | 68.21s |
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| 4 – Lama Mode 😅👍 | 832×1216 | 24 | 3.6 | 100.50s |
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| 5 – Tall Format Excellence | 1024×1536 | 22 | 4.2 | 135.65s |
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| 6 – Cinematic 2K Power | 2048×1152 | 16 | 4.2 | 154.62s |
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```text
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```
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**Use Case:** Perfect for rapid prototyping and style testing
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```text
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anime
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**Use Case:** Ideal for character portraits and vertical compositions
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### 🔬 Test 3: Standard HD Quality
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1024×1024 | 16 steps | CFG 4 | 68.21s — *prompt omitted on this page.*
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**Use Case:** Balanced quality and speed for general use
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```text
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anime,
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```
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**💡 Pro Tip:** Want more details? Increase steps! Want stronger anime look? Use trigger word `anime,` or push CFG above 4.0!
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### 🔬 Test 5: Tall Format Excellence
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anime, masterpiece, ultra-HD, high detail, depth of field, best quality, 8k, ergonomic composition, (anime coloring, anime screencap:1.5), official art, 1girl, Astrid Frost Valkyrie, white-blue flowing hair, ice-blue radiant eyes, majestic pose in a grand crystalline ice hall, intricate silver-blue armor adorned with frost patterns and glowing runes, snow particles suspended in the air, elegant and powerful expression, cinematic lighting, reflective icy floor, ethereal mist, glacial magic energy swirling around her, add microdetails, ultra-realistic anime rendering, masterpiece illustration, epic fantasy atmosphere.
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```text
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anime
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## ⚙️ Sampler Compatibility
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Fundamentally, you can use **any sampler** that works with FLUX/Chroma:
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- ✅ Euler Normal (used for all tests)
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- ✅ Euler Beta
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- ✅ Simple
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- ✅ Any other FLUX-compatible sampler
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**There are no strict guidelines here.** All samplers work perfectly – choose what you prefer or experiment freely!
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## 📐 Resolution Support
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- ✅ 512×768 – Portrait format (35s)
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- ✅ 1024×1024 – Standard HD (68-112s)
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- ✅ 1024×1536 – Tall format (136s)
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- ✅ 2048×1152 – 2K cinematic (155s)
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- ✅ **Higher resolutions possible** (VRAM permitting)
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- ✨ **Artists** – Focus on creativity, not technical setup
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- ✨ **Batch generators** – No LoRA strength tweaking needed
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- ✨ **Quality seekers** – Premium components pre-optimized
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- ✨ **Low-VRAM users** – Efficient memory usage up to 2K
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```text
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anime,
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gentle smile, cherry blossoms falling, soft spring lighting,
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elegant white dress, peaceful atmosphere
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anime, 1girl, silver hair, green eyes, smile, cherry blossoms,
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spring, white dress, peaceful
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```text
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anime, 1girl
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cherry blossoms, spring lighting, white dress, detailed, peaceful
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```
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## Content Notice
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The original Civitai page states that this checkpoint can generate both SFW and NSFW content, that the training data includes artistic nudity and adult themes, and that it is intended for users 18+ only. Use responsibly.
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## 📦 What You Get
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**Single checkpoint file** containing:
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- Chroma-2K-QC base model
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- Chroma-Anime-V3 LoRA (pre-merged)
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- FLUX VAE (integrated)
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- FLAN-T5-XXL text encoder (integrated)
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**No additional downloads needed! No separate VAE or CLIP files required!**
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| File | Notes |
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| `Chroma-Anime-AIO-v1-FP8.safetensors` | All-in-one FP8 checkpoint (14,225,590,118 bytes) |
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| `workflows/` | Simple ComfyUI workflow (JSON + original zip) |
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| `images/` | Preview images |
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## 🚀 Getting Started
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### Installation
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2. **Place** in `ComfyUI/models/checkpoints/`
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3. **Open** ComfyUI
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4. **Load** via standard "Load Checkpoint" node
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5. **Generate!**
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### First Generation
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1. Use the default ComfyUI workflow (the very first one)
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2. Select this checkpoint
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3. Enter your prompt
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4. Click generate
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5. Enjoy your results!
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- ✅ **Easy workflow** – no complexity
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- ✅ **High quality** – premium components
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- ✅ **Versatile output** – anime and beyond
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## ❓ FAQ
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**Q: Do I need separate VAE/CLIP files?**
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A: Nope! Everything is built-in.
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**Q: Can I use my own LoRAs on top?**
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A: Absolutely! This is a full checkpoint, layer whatever you want.
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**Q: What if I want less anime style?**
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A: Just don't use the "anime," trigger. The base is versatile!
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**Q: Will this work with SDXL workflows?**
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A: No, this is FLUX/Chroma architecture only.
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**Q: Can I adjust the merged LoRA strength?**
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A: It's pre-merged at optimal strength, but you can layer additional LoRAs with custom strengths!
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**Q: Do I need custom nodes?**
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A: No! Works with default ComfyUI out of the box.
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**Q: What's the difference vs loading everything separately?**
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A: Same quality, 1/4 of the nodes, zero hassle.
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## 📸 Gallery & Showcase Tips
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When sharing your creations with this checkpoint:
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- Show diverse resolutions (512px to 2K)
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- Include generation times for comparison
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- Demonstrate both anime and non-anime styles
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- Share your prompt and settings
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- Compare workflow simplicity vs traditional setup
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## 🎯 Perfect Use Cases
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**Single High-Quality Images:** Character designs · Illustration commissions · Portfolio pieces · Reference art · Concept art
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**Batch Generation:** Character variations · Scene iterations · Style exploration · Dataset creation
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**Experimentation:** Style mixing · Prompt testing · Resolution testing · Sampler comparison
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## 💡 Tips for Best Results
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1. **Start simple** – Test with 16 steps first
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2. **Add the trigger** – Use `anime,` for stronger style
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3. **Adjust CFG** – Range 3.6-5 is sweet spot
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4. **Increase steps** – Go to 22-32 for more detail
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5. **Try different samplers** – All work, find your favorite
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6. **Experiment with resolutions** – From 512 to 2K+
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7. **Mix prompting styles** – Natural language + tags = magic
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8. **Read your VRAM** – Higher res needs more memory
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## 📊 Summary
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| Feature | Status |
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| All-in-One Package | ✅ |
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| Default Workflow Compatible | ✅ |
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| Multi-Resolution Support | ✅ 512-2K+ |
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| Natural Language Prompts | ✅ |
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| Tag-Based Prompts | ✅ |
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| Mixed Prompting | ✅ |
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| Style Versatility | ✅ |
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| Low VRAM Friendly | ✅ 8GB tested |
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| Fast Generation | ✅ 16-26 steps |
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| Custom Nodes Required | ❌ None |
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| Separate VAE Needed | ❌ Integrated |
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| Separate CLIP Needed | ❌ Integrated |
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## 💬 Credits & Thanks
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Built using these outstanding open-source components:
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- **Chroma-2K-QC** by Lodestone Rock – Optimized merge for faster convergence
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- **Chroma-Anime-V3** (my own LoRA) – 427MB optimized, trained on 154 diverse images
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- **FLUX VAE** – Industry-standard quality
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- **FLAN-T5-XXL** by Google – Fine-tuned on 1000+ tasks
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Huge thanks to the open-source AI community! 🙏
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Special shoutout to:
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- Lodestone Rock for the incredible Chroma base models
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- [Fictional.ai](http://Fictional.ai) for supporting open-source AI development
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- The entire ComfyUI community
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---
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## 🧩 Workflows
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### 🎨 Chroma-Anime-AIO Simple Workflow
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Civitai: [Chroma-Anime-AIO Simple Workflow](https://civitai.red/models/2027641?modelVersionId=2294787) · Download: [`simpel_workflow.zip`](https://huggingface.co/SeeSee21/Chroma-Anime-AIO/resolve/main/workflows/simpel_workflow.zip) · [`Chroma-Anime-AIO-Simple-Workflow.json`](https://huggingface.co/SeeSee21/Chroma-Anime-AIO/resolve/main/workflows/Chroma-Anime-AIO-Simple-Workflow.json)
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**What it does:** plug-and-play text-to-image with only the checkpoint loader; VAE and text encoder come from the AIO checkpoint. Note nodes contain tips, settings and resolution presets.
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**⚙️ Settings (workflow page):** Fast/Test 16 steps · CFG 3.6 · 512×512 or 1024×1024. Balanced 16–20 steps · CFG 4.2 · 1024×1024. High detail 22–26 steps · CFG 4.2–5.0 · 1024×1024 or higher. Preset in the JSON: 16 steps · CFG 4.2 · euler / normal · 1024×1024. Tested on RTX 4060 Ti 8 GB.
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**📦 Models used**
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| File | Required? | Download | ComfyUI folder |
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|:--|:--|:--|:--|
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| Checkpoint (`CheckpointLoaderSimple`) | required | [`Chroma-Anime-AIO-v1-FP8.safetensors`](https://huggingface.co/SeeSee21/Chroma-Anime-AIO/resolve/main/Chroma-Anime-AIO-v1-FP8.safetensors) | `models/checkpoints/` |
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*The JSON preselects `Chroma-Anime-AIO-v1.safetensors`; select the downloaded `Chroma-Anime-AIO-v1-FP8.safetensors` in the loader.*
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**🔌 Custom nodes:** none. The workflow uses only ComfyUI core nodes (`CheckpointLoaderSimple`, `CLIPTextEncode`, `EmptyLatentImage`, `KSampler`, `VAEDecode`, `SaveImage`, `Note`).
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<details>
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<summary>
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| :---: | :---: | :---: |
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</details>
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| 455 |
<details>
|
| 456 |
-
<summary>
|
| 457 |
-
|
| 458 |
-
# 🎨 Chroma-Anime-AIO Simple Workflow
|
| 459 |
-
|
| 460 |
-
My super simple plug-and-play workflow for Chroma-Anime-AIO that just works! Perfect for beginners and anyone who wants to get started quickly without complexity.
|
| 461 |
-
|
| 462 |
-
No extra nodes needed. No VAE to load. No CLIP to configure. Just load the checkpoint and start creating!
|
| 463 |
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| 464 |
-
|
| 465 |
|
| 466 |
-
|
| 467 |
-
|
| 468 |
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## 📦 What's Included:
|
| 469 |
-
|
| 470 |
-
✅ Standard ComfyUI nodes only - no custom nodes required!
|
| 471 |
-
|
| 472 |
-
✅ Helpful note nodes with tips and settings guides
|
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-
|
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✅ Pre-configured settings (16 steps, CFG 4.2, 1024×1024)
|
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| 476 |
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✅ Example prompts to get you started
|
| 477 |
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| 478 |
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✅ Resolution presets and tweaking tips
|
| 479 |
-
|
| 480 |
-
---
|
| 481 |
-
|
| 482 |
-
## 🔧 Resources used in this workflow:
|
| 483 |
-
|
| 484 |
-
**Checkpoint:** [Chroma-Anime-AIO](<https://civitai.com/models/2022057>)
|
| 485 |
-
|
| 486 |
-
---
|
| 487 |
-
|
| 488 |
-
## 💡 Quick Start:
|
| 489 |
-
|
| 490 |
-
1. Download and place `Chroma-Anime-AIO.safetensors` in `ComfyUI/models/checkpoints/`
|
| 491 |
-
|
| 492 |
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2. Load this workflow in ComfyUI
|
| 493 |
-
|
| 494 |
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3. Enter your prompt (tip: start with "anime," for stronger anime style!)
|
| 495 |
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|
| 496 |
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4. Click "Queue Prompt"
|
| 497 |
-
|
| 498 |
-
5. Done! ✨
|
| 499 |
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|
| 500 |
-
---
|
| 501 |
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|
| 502 |
-
## ⚙️ Recommended Settings:
|
| 503 |
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|
| 504 |
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**Fast/Test:**
|
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|
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- Steps: 16
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-
##
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| 546 |
-
---
|
| 547 |
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|
| 548 |
-
Enjoy creating! 🎨
|
| 549 |
-
|
| 550 |
-
</details>
|
| 551 |
|
| 552 |
---
|
| 553 |
|
| 554 |
-
|
| 555 |
-
|
| 556 |
-
- This checkpoint is a merge/packaging by **SeeSeeLP / SeeSee21** of the components listed above (no new base-model training).
|
| 557 |
-
- Original Chroma project: [lodestones/Chroma](https://huggingface.co/lodestones/Chroma) – Apache-2.0. This repository uses Apache-2.0, consistent with the Chroma base.
|
| 558 |
-
- Integrated components keep their own upstream terms: [google/flan-t5-xxl](https://huggingface.co/google/flan-t5-xxl) (Apache-2.0); FLUX VAE – see the original Black Forest Labs release terms.
|
| 559 |
-
- `base_model` in the metadata points to the original Chroma project. The direct base Chroma-2K-QC is linked on Civitai ([models/1966367](https://civitai.com/models/1966367)) and has no confirmed Hugging Face repository ID.
|
| 560 |
-
|
| 561 |
-
## 🔗 Related Links
|
| 562 |
-
|
| 563 |
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- [Chroma-2K-QC Model Page](https://civitai.com/models/1966367)
|
| 564 |
-
- [Chroma-Anime-V3 LoRA](https://civitai.com/models/1994924)
|
| 565 |
-
- [FLAN-T5-XXL Documentation](https://huggingface.co/google/flan-t5-xxl)
|
| 566 |
-
- [Original Chroma Project](https://huggingface.co/lodestones/Chroma)
|
| 567 |
-
- [Civitai model page](https://civitai.red/models/2022057) · [Workflow page](https://civitai.red/models/2027641)
|
| 568 |
-
- Author: [SeeSee21 on Hugging Face](https://huggingface.co/SeeSee21) · [SeeSeeLP on Civitai](https://civitai.red/user/SeeSeeLP)
|
| 569 |
|
| 570 |
-
|
| 571 |
|
| 572 |
-
|
| 573 |
|
| 574 |
-
|
| 575 |
-
- 🐛 **Found an issue?** Report it in the comments!
|
| 576 |
-
- 💡 **Have suggestions?** I'm always listening for improvements!
|
| 577 |
|
| 578 |
-
|
| 579 |
-
|
| 580 |
-
*Created with ❤️ for the ComfyUI and AI art community*
|
| 581 |
-
|
| 582 |
-
*Version 1.0 | October 2025*
|
| 583 |
-
|
| 584 |
-
## 🔗 More from SeeSee21
|
| 585 |
-
|
| 586 |
-
| Model | Hugging Face | Civitai |
|
| 587 |
-
|:--|:--|:--|
|
| 588 |
-
| AniSee | [SeeSee21/AniSee](https://huggingface.co/SeeSee21/AniSee) | [Model](https://civitai.com/models/2628747) |
|
| 589 |
-
| Z-Anime | [SeeSee21/Z-Anime](https://huggingface.co/SeeSee21/Z-Anime) | [Model](https://civitai.com/models/2483351) |
|
| 590 |
-
| Z-Image-Turbo-AIO | [SeeSee21/Z-Image-Turbo-AIO](https://huggingface.co/SeeSee21/Z-Image-Turbo-AIO) | [Model](https://civitai.com/models/2173571) · [Workflow](https://civitai.com/models/2174008) |
|
| 591 |
-
| ERNIE-AIO | [SeeSee21/ERNIE-AIO](https://huggingface.co/SeeSee21/ERNIE-AIO) | [Model](https://civitai.com/models/2551548) |
|
| 592 |
-
| chroma-Semi-Anime | [SeeSee21/chroma-Semi-Anime](https://huggingface.co/SeeSee21/chroma-Semi-Anime) | [Model](https://civitai.com/models/1992501) |
|
| 593 |
-
| FLUX.2-klein-4B-AIO | [SeeSee21/FLUX.2-klein-4B-AIO](https://huggingface.co/SeeSee21/FLUX.2-klein-4B-AIO) | [Model](https://civitai.com/models/2327389) · [Workflow](https://civitai.com/models/2327746) |
|
| 594 |
-
| QWEN-Anime | [SeeSee21/QWEN-Anime](https://huggingface.co/SeeSee21/QWEN-Anime) | [Model](https://civitai.com/models/2122738) · [Workflow](https://civitai.com/models/2135240) |
|
| 595 |
-
| SeeMoss-Genesis | [SeeSee21/SeeMoss-Genesis](https://huggingface.co/SeeSee21/SeeMoss-Genesis) | [Model](https://civitai.com/models/3031179) · [Workflow](https://civitai.com/models/3031981) |
|
| 596 |
-
| Illustrious-Anime-Collection | [SeeSee21/Illustrious-Anime-Collection](https://huggingface.co/SeeSee21/Illustrious-Anime-Collection) | [Model](https://civitai.com/models/1994924) |
|
| 597 |
-
| Ayase-Momo-Z-Image | [SeeSee21/Ayase-Momo-Z-Image](https://huggingface.co/SeeSee21/Ayase-Momo-Z-Image) | [Model](https://civitai.com/models/2189797) |
|
| 598 |
-
| Kitsune-Furry-Girl-Z-Image | [SeeSee21/Kitsune-Furry-Girl-Z-Image](https://huggingface.co/SeeSee21/Kitsune-Furry-Girl-Z-Image) | [Model](https://civitai.com/models/2218232) |
|
| 599 |
-
| Krea-2-See-Krea2-Genesis | [SeeSee21/Krea-2-See-Krea2-Genesis](https://huggingface.co/SeeSee21/Krea-2-See-Krea2-Genesis) | [Model](https://civitai.com/models/2846618) · [Workflow](https://civitai.com/models/2936142) |
|
|
|
|
| 16 |
- en
|
| 17 |
---
|
| 18 |
|
| 19 |
+
<div align="center">
|
| 20 |
|
| 21 |
+
# 🎨 Chroma-Anime-AIO
|
| 22 |
|
| 23 |
+
### The plug-and-play anime checkpoint for Chroma — no external VAE or CLIP needed
|
| 24 |
|
| 25 |
+
<a href="https://huggingface.co/SeeSee21"><img src="https://img.shields.io/badge/Hugging%20Face-SeeSee21-FFD21E?style=for-the-badge&logo=huggingface&logoColor=black" alt="Hugging Face"></a>
|
| 26 |
+
<a href="https://civitai.red/models/2022057"><img src="https://img.shields.io/badge/Civitai-This%20model-1971C2?style=for-the-badge" alt="Civitai"></a>
|
| 27 |
+
<a href="https://www.youtube.com/@SeeSee-AI"><img src="https://img.shields.io/badge/YouTube-SeeSee--AI-FF0000?style=for-the-badge&logo=youtube&logoColor=white" alt="YouTube"></a>
|
| 28 |
+
<a href="https://github.com/seesee75-commits"><img src="https://img.shields.io/badge/GitHub-seesee75--commits-181717?style=for-the-badge&logo=github&logoColor=white" alt="GitHub"></a>
|
| 29 |
|
| 30 |
+
<p align="center">
|
| 31 |
+
<a href="https://huggingface.co/SeeSee21"><img src="https://img.shields.io/badge/Type-Checkpoint%20(AIO)-7C3AED?style=flat-square" alt="Type: AIO checkpoint"></a> <a href="https://huggingface.co/lodestones/Chroma"><img src="https://img.shields.io/badge/Base-Chroma-0EA5E9?style=flat-square" alt="Base: Chroma"></a> <a href="https://huggingface.co/SeeSee21"><img src="https://img.shields.io/badge/Format-FP8-16A34A?style=flat-square" alt="Format: FP8"></a> <a href="https://huggingface.co/SeeSee21"><img src="https://img.shields.io/badge/VRAM-8%20GB%20tested-EF4444?style=flat-square" alt="8 GB VRAM tested"></a> <a href="https://www.apache.org/licenses/LICENSE-2.0"><img src="https://img.shields.io/badge/License-Apache--2.0-F59E0B?style=flat-square" alt="License: Apache-2.0"></a>
|
| 32 |
+
</p>
|
| 33 |
|
| 34 |
+
</div>
|
|
|
|
|
|
|
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|
|
|
|
| 35 |
|
| 36 |
+
<br>
|
|
|
|
|
|
|
|
|
|
|
|
|
| 37 |
|
| 38 |
+
Tired of juggling multiple files? This checkpoint combines **Chroma-2K-QC**, the **Chroma-Anime-V3 LoRA**, the **FLUX VAE** and the **FLAN-T5-XXL** text encoder in one file. Load it with the standard *Load Checkpoint* node and generate.
|
| 39 |
|
| 40 |
+
<div style="background:#7C3AED22;border-left:4px solid #7C3AED;padding:12px 16px;border-radius:8px">
|
| 41 |
+
<b>🚀 Quick start:</b> put the file in <code>ComfyUI/models/checkpoints/</code>, load it with <b>Load Checkpoint</b>, use <b>16 – 26 steps</b> and <b>CFG 3.6 – 5</b>, and add <code>anime,</code> to your prompt for a stronger anime look.
|
| 42 |
+
</div>
|
| 43 |
|
| 44 |
+
## ✨ At a glance
|
| 45 |
|
| 46 |
+
| Property | Details |
|
| 47 |
+
|:--|:--|
|
| 48 |
+
| 🧩 **Type** | All-in-one checkpoint (merge and packaging, no new base-model training) |
|
| 49 |
+
| 🏗️ **Base model** | [lodestones/Chroma](https://huggingface.co/lodestones/Chroma) (Chroma-2K-QC) |
|
| 50 |
+
| 📄 **File** | `Chroma-Anime-AIO-v1-FP8.safetensors` (about 14.2 GB) |
|
| 51 |
+
| 🎛️ **Recommended** | 16 – 26 steps · CFG 3.6 – 5 · Euler Normal (any FLUX-compatible sampler works) |
|
| 52 |
+
| 📐 **Resolutions** | 512×512 up to 2K and beyond, depending on your VRAM |
|
| 53 |
+
| ✍️ **Prompting** | Natural language, danbooru tags, or a mix of both |
|
| 54 |
+
| 🧰 **Custom nodes** | None required |
|
| 55 |
|
| 56 |
+
## 🖼️ Preview gallery
|
| 57 |
|
| 58 |
+
<table>
|
| 59 |
+
<tr>
|
| 60 |
+
<td><img src="https://huggingface.co/SeeSee21/Chroma-Anime-AIO/resolve/main/images/preview_1.jpg" alt="Preview 1"></td>
|
| 61 |
+
<td><img src="https://huggingface.co/SeeSee21/Chroma-Anime-AIO/resolve/main/images/preview_2.jpg" alt="Preview 2"></td>
|
| 62 |
+
<td><img src="https://huggingface.co/SeeSee21/Chroma-Anime-AIO/resolve/main/images/preview_3.jpg" alt="Preview 3"></td>
|
| 63 |
+
</tr>
|
| 64 |
+
<tr>
|
| 65 |
+
<td><img src="https://huggingface.co/SeeSee21/Chroma-Anime-AIO/resolve/main/images/preview_4.jpg" alt="Preview 4"></td>
|
| 66 |
+
<td><img src="https://huggingface.co/SeeSee21/Chroma-Anime-AIO/resolve/main/images/preview_5.jpg" alt="Preview 5"></td>
|
| 67 |
+
<td><img src="https://huggingface.co/SeeSee21/Chroma-Anime-AIO/resolve/main/images/preview_6.jpg" alt="Preview 6"></td>
|
| 68 |
+
</tr>
|
| 69 |
+
</table>
|
| 70 |
|
| 71 |
+
## ⭐ Why this checkpoint?
|
| 72 |
|
| 73 |
+
| 🎯 All-in-one | 🚀 Fast | 🎨 Flexible |
|
| 74 |
+
|:--|:--|:--|
|
| 75 |
+
| One file, no separate VAE or CLIP | Based on Chroma-2K-QC: faster convergence, fewer steps | Natural language **and** tags both work |
|
| 76 |
+
| Works with the default ComfyUI workflow | Good results in 16 – 32 steps | Any FLUX-compatible sampler |
|
| 77 |
+
| Chroma-Anime-V3 style is pre-merged | 512×512 up to 2K and more | Anime first, other styles with the right prompt |
|
| 78 |
|
| 79 |
+
## 🧩 What is inside
|
| 80 |
|
| 81 |
+
| Component | Details |
|
| 82 |
+
|:--|:--|
|
| 83 |
+
| **Base model** | Chroma-2K-QC by Lodestone Rock (faster convergence) |
|
| 84 |
+
| **Style** | Chroma-Anime-V3 LoRA, pre-merged at the optimal strength |
|
| 85 |
+
| **VAE** | FLUX VAE (integrated) |
|
| 86 |
+
| **Text encoder** | FLAN-T5-XXL (integrated) |
|
| 87 |
|
| 88 |
+
<details>
|
| 89 |
+
<summary><b>❓ Why FLAN-T5-XXL?</b></summary>
|
| 90 |
|
| 91 |
+
FLAN-T5-XXL was fine-tuned on more than 1,000 additional tasks. This gives you better understanding of natural-language descriptions, more accurate reading of complex prompts and better detail compared with the standard T5-XXL v1.1.
|
|
|
|
|
|
|
| 92 |
|
| 93 |
+
</details>
|
| 94 |
|
| 95 |
+
## 🚀 Getting started
|
| 96 |
|
| 97 |
+
1. **Download** the checkpoint.
|
| 98 |
+
2. **Place** it in `ComfyUI/models/checkpoints/`.
|
| 99 |
+
3. **Open** ComfyUI and use the default workflow, or the companion workflow in `workflows/`.
|
| 100 |
+
4. **Select** the checkpoint in *Load Checkpoint*, enter your prompt and generate.
|
|
|
|
|
|
|
| 101 |
|
| 102 |

|
| 103 |
|
| 104 |
+
| Traditional Chroma setup 😓 | This checkpoint 🎉 |
|
| 105 |
+
|:--|:--|
|
| 106 |
+
| Load Checkpoint → Load VAE → Load CLIP → Load LoRA | **Load Checkpoint → Generate** |
|
| 107 |
+
| Several nodes and files to manage | One node, done |
|
|
|
|
|
|
|
| 108 |
|
| 109 |
+
A simple companion workflow is included in `workflows/` (from the Civitai workflow page [Chroma-Anime-AIO Simple Workflow](https://civitai.red/models/2027641)).
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
| 110 |
|
| 111 |
+
## 🎛️ Recommended settings
|
| 112 |
|
| 113 |
+
| Setting | Recommendation |
|
| 114 |
+
|:--|:--|
|
| 115 |
+
| **Steps** | 16 – 26 (22 – 32 for more detail) |
|
| 116 |
+
| **CFG scale** | 3.6 – 5 (try 4.2 – 5.0 for a stronger anime style) |
|
| 117 |
+
| **Sampler** | Euler Normal, Euler Beta or Simple; any FLUX-compatible sampler works |
|
| 118 |
+
| **Clip skip** | 1 |
|
| 119 |
+
| **Trigger word** | `anime,` (optional, for a stronger anime look) |
|
| 120 |
|
| 121 |
+
### 💡 Pro tips
|
| 122 |
|
| 123 |
+
- **More anime look?** Add `anime,` to your prompt.
|
| 124 |
+
- **More detail?** Increase the steps to 22 – 32.
|
| 125 |
+
- **Stronger style?** Push the CFG above 4.0.
|
| 126 |
+
- **Less anime?** Leave out the trigger word; the base is versatile.
|
| 127 |
|
| 128 |
+
## 💬 Prompting guide
|
|
|
|
|
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|
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|
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|
| 129 |
|
| 130 |
+
<details open>
|
| 131 |
+
<summary><b>Natural language (recommended with FLAN-T5-XXL)</b></summary>
|
| 132 |
|
| 133 |
```text
|
| 134 |
+
anime, 1girl, long flowing silver hair, detailed emerald eyes,
|
| 135 |
+
gentle smile, cherry blossoms falling, soft spring lighting,
|
| 136 |
+
elegant white dress, peaceful atmosphere
|
| 137 |
```
|
| 138 |
|
| 139 |
+
</details>
|
|
|
|
|
|
|
| 140 |
|
| 141 |
+
<details>
|
| 142 |
+
<summary><b>Tag based</b></summary>
|
| 143 |
|
| 144 |
```text
|
| 145 |
+
anime, 1girl, silver hair, green eyes, smile, cherry blossoms,
|
| 146 |
+
spring, white dress, peaceful
|
| 147 |
```
|
| 148 |
|
| 149 |
+
</details>
|
|
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|
| 150 |
|
| 151 |
+
<details>
|
| 152 |
+
<summary><b>Mixed (best of both)</b></summary>
|
| 153 |
|
| 154 |
```text
|
| 155 |
+
anime, 1girl with long silver hair and emerald eyes, smile,
|
| 156 |
+
cherry blossoms, spring lighting, white dress, detailed, peaceful
|
| 157 |
```
|
| 158 |
|
| 159 |
+
</details>
|
|
|
|
|
|
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|
|
| 160 |
|
| 161 |
+
## 📊 Benchmarks and test results
|
|
|
|
|
|
|
| 162 |
|
| 163 |
+
*All tests were run on 8 GB VRAM with the Euler Normal sampler.*
|
| 164 |
|
| 165 |
+
| Test | Resolution | Steps | CFG | Time |
|
| 166 |
+
|:--|:-:|:-:|:-:|--:|
|
| 167 |
+
| 1 · Quick iteration | 512×512 | 16 | 3.6 | 28.20 s |
|
| 168 |
+
| 2 · Portrait | 512×768 | 16 | 3.6 | 34.57 s |
|
| 169 |
+
| 3 · Standard HD | 1024×1024 | 16 | 4 | 68.21 s |
|
| 170 |
+
| 4 · Llama mode 😅 | 832×1216 | 24 | 3.6 | 100.50 s |
|
| 171 |
+
| 5 · Tall format | 1024×1536 | 22 | 4.2 | 135.65 s |
|
| 172 |
+
| 6 · Cinematic 2K | 2048×1152 | 16 | 4.2 | 154.62 s |
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<details>
|
| 175 |
+
<summary><b>🔬 Test 1 · Quick iteration (512×512)</b></summary>
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| 177 |
```text
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+
dark anime close-up portrait, elven woman warrior with glowing crimson eyes and black hair, pale skin illuminated by red firelight, expression fierce yet sorrowful, detailed molten cracks reflecting in her armor collar, gothic fantasy atmosphere, background of writhing shadow and ember sparks, inspired by Berserk and Claymore, high-contrast chiaroscuro lighting, ultra-realistic anime face, dramatic composition, detailed eyelashes and reflections, cinematic 4K gothic portrait.
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```
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+

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**Use case:** rapid prototyping and style testing.
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</details>
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<details>
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<summary><b>🔬 Test 2 · Portrait (512×768)</b></summary>
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```text
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| 191 |
+
anime close-up portrait, dynamic lighting, elven swordswoman mid-battle, face glowing from flaming sword reflection, sharp cel shading like Fate/Stay Night or Demon Slayer, intense determination in her eyes, strands of black hair whipping across her face, glowing red-orange highlights from fire, cinematic anime realism, shallow depth of field, bokeh sparks behind, ultra-detailed 8K anime face, heroic expression, modern fantasy action style. Rendered in ultra high definition 8K resolution.
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```
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+

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**Use case:** character portraits and vertical compositions.
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</details>
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<details>
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<summary><b>🔬 Test 3 · Standard HD (1024×1024)</b></summary>
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1024×1024 · 16 steps · CFG 4 · 68.21 s — *prompt omitted on this page.*
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**Use case:** balanced quality and speed for general use.
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</details>
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<details>
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<summary><b>🔬 Test 4 · Llama mode (832×1216)</b></summary>
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```text
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+
anime, In the fiery depths of an erupting volcano, a solitary llama stands amidst smoldering ruin, silhouetted against molten lava and towering ash clouds. Its plush coat is immaculate despite the surroundings—jagged metal, cracked concrete, glowing embers. The llama's calm demeanor contrasts sharply with the chaos around it. Bright hues of flames and smoke frame the scene. Studio anime style emphasizes detailed backgrounds and expressions; vibrant colors enhance the dramatic setting.
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| 214 |
```
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| 216 |
+

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| 218 |
+
**Tip:** for more detail, increase the steps. For a stronger anime look, use the trigger word `anime,` or push the CFG above 4.0.
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| 219 |
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| 220 |
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</details>
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<details>
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+
<summary><b>🔬 Test 5 · Tall format (1024×1536)</b></summary>
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| 225 |
```text
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| 226 |
+
anime, masterpiece, ultra-HD, high detail, depth of field, best quality, 8k, ergonomic composition, (anime coloring, anime screencap:1.5), official art, 1girl, Astrid Frost Valkyrie, white-blue flowing hair, ice-blue radiant eyes, majestic pose in a grand crystalline ice hall, intricate silver-blue armor adorned with frost patterns and glowing runes, snow particles suspended in the air, elegant and powerful expression, cinematic lighting, reflective icy floor, ethereal mist, glacial magic energy swirling around her, add microdetails, ultra-realistic anime rendering, masterpiece illustration, epic fantasy atmosphere.
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| 227 |
```
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| 229 |
+

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+
**Note:** resolutions above 1 megapixel are fully supported.
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+
</details>
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| 234 |
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| 235 |
+
<details>
|
| 236 |
+
<summary><b>🔬 Test 6 · Cinematic 2K (2048×1152)</b></summary>
|
| 237 |
|
| 238 |
+
```text
|
| 239 |
+
anime, masterpiece, 2k resolution, ultra-detailed, depth of field, best quality, (anime coloring, anime screencap:1.5), official art style, 1girl, Princess Zelda from The Legend of Zelda, standing on an ancient stone balcony overlooking Hyrule at sunrise, long golden hair flowing in the wind, wearing elegant white and gold royal robes with light blue accents, glowing runes on fabric edges, soft light reflecting from the Master Sword resting nearby, ancient ruins and floating islands in the background, golden morning mist, warm cinematic lighting, anime fantasy atmosphere, calm expression full of determination, official art aesthetics, add microdetails, masterpiece illustration, ultra-realistic anime rendering, inspired by Tears of the Kingdom and Breath of the Wild.
|
| 240 |
+
```
|
| 241 |
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| 242 |
+

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| 243 |
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| 244 |
+
**Note:** even 2K works smoothly; you are only limited by your VRAM.
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| 245 |
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| 246 |
+
</details>
|
| 247 |
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| 248 |
## ❓ FAQ
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| 249 |
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|
| 250 |
<details>
|
| 251 |
+
<summary><b>Do I need separate VAE or CLIP files?</b></summary>
|
| 252 |
|
| 253 |
+
No. Everything is built in.
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|
| 254 |
|
| 255 |
</details>
|
| 256 |
|
| 257 |
<details>
|
| 258 |
+
<summary><b>Can I use my own LoRAs on top?</b></summary>
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|
| 259 |
|
| 260 |
+
Yes. This is a full checkpoint, so you can layer any LoRA on it.
|
| 261 |
|
| 262 |
+
</details>
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|
| 263 |
|
| 264 |
+
<details>
|
| 265 |
+
<summary><b>Can I adjust the merged LoRA strength?</b></summary>
|
| 266 |
|
| 267 |
+
It is pre-merged at the optimal strength, but you can add further LoRAs with custom strengths.
|
| 268 |
|
| 269 |
+
</details>
|
| 270 |
|
| 271 |
+
<details>
|
| 272 |
+
<summary><b>Does it work with SDXL workflows?</b></summary>
|
| 273 |
|
| 274 |
+
No. This checkpoint uses the FLUX/Chroma architecture only.
|
| 275 |
|
| 276 |
+
</details>
|
| 277 |
|
| 278 |
+
<details>
|
| 279 |
+
<summary><b>Do I need custom nodes?</b></summary>
|
| 280 |
|
| 281 |
+
No. It works with the default ComfyUI nodes.
|
| 282 |
|
| 283 |
+
</details>
|
| 284 |
|
| 285 |
+
## 📦 Repository contents
|
| 286 |
|
| 287 |
+
| Path | Contents |
|
| 288 |
+
|:--|:--|
|
| 289 |
+
| `Chroma-Anime-AIO-v1-FP8.safetensors` | All-in-one FP8 checkpoint (14,225,590,118 bytes) |
|
| 290 |
+
| `workflows/` | Simple ComfyUI workflow (JSON and original zip) |
|
| 291 |
+
| `images/` | Preview images |
|
| 292 |
|
| 293 |
+
## 🔞 Content notice
|
| 294 |
|
| 295 |
+
The original Civitai page states that this checkpoint can generate both SFW and NSFW content, that the training data includes artistic nudity and adult themes, and that it is intended for users aged 18 and over. Please use it responsibly.
|
| 296 |
|
| 297 |
+
## 🙏 Credits
|
| 298 |
|
| 299 |
+
- **Chroma-2K-QC** by Lodestone Rock — optimized merge for faster convergence
|
| 300 |
+
- **Chroma-Anime-V3** (my own LoRA) — 427 MB, trained on 154 diverse images
|
| 301 |
+
- **FLUX VAE** — industry-standard quality
|
| 302 |
+
- **FLAN-T5-XXL** by Google — fine-tuned on more than 1,000 tasks
|
| 303 |
|
| 304 |
+
Special thanks to Lodestone Rock for the Chroma base models, Fictional.ai for supporting open-source AI development, and the whole ComfyUI community.
|
| 305 |
|
| 306 |
+
## 📜 License & attribution
|
| 307 |
|
| 308 |
+
- This checkpoint is a merge and packaging by **SeeSee** (Hugging Face: `SeeSee21`, Civitai: `SeeSeeLP`) of the components listed above. No new base-model training was done.
|
| 309 |
+
- Original Chroma project: [lodestones/Chroma](https://huggingface.co/lodestones/Chroma), Apache-2.0. This repository uses Apache-2.0, consistent with the Chroma base.
|
| 310 |
+
- Integrated components keep their own upstream terms: [google/flan-t5-xxl](https://huggingface.co/google/flan-t5-xxl) (Apache-2.0); FLUX VAE — see the original Black Forest Labs release terms.
|
| 311 |
+
- `base_model` in the metadata points to the original Chroma project. The direct base, Chroma-2K-QC, is linked on Civitai ([models/1966367](https://civitai.com/models/1966367)) and has no confirmed Hugging Face repository ID.
|
| 312 |
|
| 313 |
+
## 🔗 Related links
|
| 314 |
|
| 315 |
+
[Chroma-2K-QC](https://civitai.com/models/1966367) · [Chroma-Anime-V3 LoRA](https://civitai.com/models/1994924) · [FLAN-T5-XXL](https://huggingface.co/google/flan-t5-xxl) · [Original Chroma project](https://huggingface.co/lodestones/Chroma) · [Workflow page](https://civitai.red/models/2027641)
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|
| 316 |
|
| 317 |
---
|
| 318 |
|
| 319 |
+
<div align="center">
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|
| 320 |
|
| 321 |
+
**Enjoying this checkpoint?** Please leave a review and share your work. Found an issue or have a suggestion? Let me know in the comments.
|
| 322 |
|
| 323 |
+
**More from SeeSee** · [🧩 Checkpoints & AIO](https://huggingface.co/collections/SeeSee21/checkpoints-and-aio) · [🎀 LoRAs](https://huggingface.co/collections/SeeSee21/loras) · [🌐 Civitai](https://civitai.red/user/SeeSeeLP)
|
| 324 |
|
| 325 |
+
<sub>Version 1.0 · October 2025 · Made with ❤️ by SeeSee</sub>
|
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|
| 326 |
|
| 327 |
+
</div>
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