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
- π¨ Chroma-Anime-AIO
- β¨ At a glance
- πΌοΈ Preview gallery
- β Why this checkpoint?
- π§© What is inside
- π Getting started
- ποΈ Recommended settings
- π¬ Prompting guide
- π§© Workflow
- π Benchmarks and test results
- β FAQ
- π¦ Repository contents
- π Content notice
- π Credits
- π License & attribution
- π Related links
- β¨ At a glance
π¨ Chroma-Anime-AIO
The plug-and-play anime checkpoint for Chroma β no external VAE or CLIP needed
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.
ComfyUI/models/checkpoints/, load it with Load Checkpoint, use 16 β 26 steps and CFG 3.6 β 5, and add anime, to your prompt for a stronger anime look.
β¨ At a glance
| Property | Details |
|---|---|
| π§© Type | All-in-one checkpoint (merge and packaging, no new base-model training) |
| ποΈ Base model | lodestones/Chroma (Chroma-2K-QC) |
| π File | Chroma-Anime-AIO-v1-FP8.safetensors (about 14.2 GB) β ComfyUI/models/checkpoints/ |
| ποΈ Recommended | 16 β 26 steps Β· CFG 3.6 β 5 Β· Euler Normal (any FLUX-compatible sampler works) |
| π Resolutions | 512Γ512 up to 2K and beyond, depending on your VRAM |
| βοΈ Prompting | Natural language, danbooru tags, or a mix of both |
| π§° Custom nodes | None required |
πΌοΈ Preview gallery
All images were posted to the v1-FP8 version on Civitai.
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β Why this checkpoint?
| π― All-in-one | π Fast | π¨ Flexible |
|---|---|---|
| One file, no separate VAE or CLIP | Based on Chroma-2K-QC: faster convergence, fewer steps | Natural language and tags both work |
| Works with the default ComfyUI workflow | Good results in 16 β 32 steps | Any FLUX-compatible sampler |
| Chroma-Anime-V3 style is pre-merged | 512Γ512 up to 2K and more | Anime first, other styles with the right prompt |
π§© What is inside
| Component | Details |
|---|---|
| Base model | Chroma-2K-QC by Lodestone Rock (faster convergence) |
| Style | Chroma-Anime-V3 LoRA, pre-merged at the optimal strength |
| VAE | FLUX VAE (integrated) |
| Text encoder | FLAN-T5-XXL (integrated) |
β Why FLAN-T5-XXL?
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.
π Getting started
- Download the checkpoint.
- Place it in
ComfyUI/models/checkpoints/. - Open ComfyUI and use the default workflow, or the companion workflow in
workflows/. - Select the checkpoint in Load Checkpoint, enter your prompt and generate.
| Traditional Chroma setup π | This checkpoint π |
|---|---|
| Load Checkpoint β Load VAE β Load CLIP β Load LoRA | Load Checkpoint β Generate |
| Several nodes and files to manage | One node, done |
A simple companion workflow is included in workflows/; see the Workflow section below.
ποΈ Recommended settings
| Setting | Recommendation |
|---|---|
| Steps | 16 β 26 (22 β 32 for more detail) |
| CFG scale | 3.6 β 5 (try 4.2 β 5.0 for a stronger anime style) |
| Sampler | Euler Normal, Euler Beta or Simple; any FLUX-compatible sampler works |
| Clip skip | 1 |
| Trigger word | anime, (optional, for a stronger anime look) |
π‘ Pro tips
- More anime look? Add
anime,to your prompt. - More detail? Increase the steps to 22 β 32.
- Stronger style? Push the CFG above 4.0.
- Less anime? Leave out the trigger word; the base is versatile.
π¬ Prompting guide
Natural language (recommended with FLAN-T5-XXL)
anime, 1girl, long flowing silver hair, detailed emerald eyes,
gentle smile, cherry blossoms falling, soft spring lighting,
elegant white dress, peaceful atmosphere
Tag based
anime, 1girl, silver hair, green eyes, smile, cherry blossoms,
spring, white dress, peaceful
Mixed (best of both)
anime, 1girl with long silver hair and emerald eyes, smile,
cherry blossoms, spring lighting, white dress, detailed, peaceful
π§© Workflow
π¨ Chroma-Anime-AIO Simple Workflow
Civitai page Β· Download: simpel_workflow.zip Β· Chroma-Anime-AIO-Simple-Workflow.json
What it does: plug-and-play text-to-image with only the checkpoint loader. The VAE and text encoder come from the AIO checkpoint. Note nodes contain tips, settings and resolution presets.
| Preset | Steps | CFG | Resolution |
|---|---|---|---|
| Fast / test | 16 | 3.6 | 512Γ512 or 1024Γ1024 |
| Balanced | 16 β 20 | 4.2 | 1024Γ1024 |
| High detail | 22 β 26 | 4.2 β 5.0 | 1024Γ1024 or higher |
The preset saved in the JSON is 16 steps Β· CFG 4.2 Β· euler / normal Β· 1024Γ1024. Tested on an RTX 4060 Ti with 8 GB VRAM.
| Model file | Required? | Download | ComfyUI folder |
|---|---|---|---|
Checkpoint (CheckpointLoaderSimple) |
required | Chroma-Anime-AIO-v1-FP8.safetensors |
models/checkpoints/ |
The JSON preselects Chroma-Anime-AIO-v1.safetensors. Select the downloaded Chroma-Anime-AIO-v1-FP8.safetensors in the loader.
π Custom nodes: none. The workflow uses only ComfyUI core nodes (CheckpointLoaderSimple, CLIPTextEncode, EmptyLatentImage, KSampler, VAEDecode, SaveImage, Note).
πΌοΈ More results from the workflow page (9)
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π Full workflow description from Civitai
My super simple plug-and-play workflow for Chroma-Anime-AIO that just works. It is perfect for beginners and for anyone who wants to get started quickly. No extra nodes, no VAE to load, no CLIP to configure: just load the checkpoint and start creating.
What is included
- Standard ComfyUI nodes only, no custom nodes required
- Helpful note nodes with tips and settings guides
- Pre-configured settings (16 steps, CFG 4.2, 1024Γ1024)
- Example prompts to get you started
- Resolution presets and tweaking tips
Quick start
- Download
Chroma-Anime-AIO-v1-FP8.safetensorsand place it inComfyUI/models/checkpoints/. - Load the workflow in ComfyUI.
- Enter your prompt (tip: start with
anime,for a stronger anime style). - Click Queue Prompt.
Prompting tips
- Add
anime,at the start for a stronger anime look. - Natural language works great: a girl with silver hair in a spring garden.
- Tags work too: 1girl, silver hair, green eyes, smile.
- Mix both: anime, 1girl with flowing silver hair, detailed emerald eyes, cherry blossoms.
Tested on an RTX 4060 Ti (8 GB VRAM). All resolutions up to 2K work smoothly, and it should also work on cards with 6 GB or more.
π Benchmarks and test results
All tests were run on 8 GB VRAM with the Euler Normal sampler.
| Test | Resolution | Steps | CFG | Time |
|---|---|---|---|---|
| 1 Β· Quick iteration | 512Γ512 | 16 | 3.6 | 28.20 s |
| 2 Β· Portrait | 512Γ768 | 16 | 3.6 | 34.57 s |
| 3 Β· Standard HD | 1024Γ1024 | 16 | 4 | 68.21 s |
| 4 Β· Llama mode π | 832Γ1216 | 24 | 3.6 | 100.50 s |
| 5 Β· Tall format | 1024Γ1536 | 22 | 4.2 | 135.65 s |
| 6 Β· Cinematic 2K | 2048Γ1152 | 16 | 4.2 | 154.62 s |
π¬ Test 1 Β· Quick iteration (512Γ512)
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.
Use case: rapid prototyping and style testing.
π¬ Test 2 Β· Portrait (512Γ768)
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.
Use case: character portraits and vertical compositions.
π¬ Test 3 Β· Standard HD (1024Γ1024)
1024Γ1024 Β· 16 steps Β· CFG 4 Β· 68.21 s β prompt omitted on this page.
Use case: balanced quality and speed for general use.
π¬ Test 4 Β· Llama mode (832Γ1216)
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 surroundingsβjagged 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.
Tip: for more detail, increase the steps. For a stronger anime look, use the trigger word anime, or push the CFG above 4.0.
π¬ Test 5 Β· Tall format (1024Γ1536)
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.
Note: resolutions above 1 megapixel are fully supported.
π¬ Test 6 Β· Cinematic 2K (2048Γ1152)
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.
Note: even 2K works smoothly; you are only limited by your VRAM.
β FAQ
Do I need separate VAE or CLIP files?
No. Everything is built in.
Can I use my own LoRAs on top?
Yes. This is a full checkpoint, so you can layer any LoRA on it.
Can I adjust the merged LoRA strength?
It is pre-merged at the optimal strength, but you can add further LoRAs with custom strengths.
Does it work with SDXL workflows?
No. This checkpoint uses the FLUX/Chroma architecture only.
Do I need custom nodes?
No. It works with the default ComfyUI nodes.
π¦ Repository contents
| Path | Contents |
|---|---|
Chroma-Anime-AIO-v1-FP8.safetensors |
All-in-one FP8 checkpoint (14,225,590,118 bytes) |
workflows/ |
Simple ComfyUI workflow (JSON and original zip) |
images/ |
Preview images |
π Content notice
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.
π Credits
- Chroma-2K-QC by Lodestone Rock β optimized merge for faster convergence
- Chroma-Anime-V3 (my own LoRA) β 427 MB, trained on 154 diverse images
- FLUX VAE β industry-standard quality
- FLAN-T5-XXL by Google β fine-tuned on more than 1,000 tasks
Special thanks to Lodestone Rock for the Chroma base models, Fictional.ai for supporting open-source AI development, and the whole ComfyUI community.
π License & attribution
- 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. - Original Chroma project: lodestones/Chroma, Apache-2.0. This repository uses Apache-2.0, consistent with the Chroma base.
- Integrated components keep their own upstream terms: google/flan-t5-xxl (Apache-2.0); FLUX VAE β see the original Black Forest Labs release terms.
base_modelin the metadata points to the original Chroma project. The direct base, Chroma-2K-QC, is linked on Civitai (models/1966367) and has no confirmed Hugging Face repository ID.
π Related links
Chroma-2K-QC Β· Chroma-Anime-V3 LoRA Β· FLAN-T5-XXL Β· Original Chroma project Β· Workflow page
Enjoying this checkpoint? Please leave a review and share your work. Found an issue or have a suggestion? Let me know in the comments.
Version 1.0 Β· October 2025
π§ More from SeeSee β all models
π§© Checkpoints & AIO
| Model | Hugging Face | Civitai |
|---|---|---|
| AniSee | SeeSee21/AniSee | Model Β· Workflows |
| Z-Anime | SeeSee21/Z-Anime | Model |
| Z-Image-Turbo-AIO | SeeSee21/Z-Image-Turbo-AIO | Model Β· Workflow |
| ERNIE-AIO | SeeSee21/ERNIE-AIO | Model Β· Workflow |
| Chroma-Anime-AIO | SeeSee21/Chroma-Anime-AIO | Model Β· Workflow |
| FLUX.2-klein-4B-AIO | SeeSee21/FLUX.2-klein-4B-AIO | Model Β· Workflow |
| QWEN-Anime | SeeSee21/QWEN-Anime | Model Β· Workflow |
| SeeMoss-Genesis | SeeSee21/SeeMoss-Genesis | Model Β· Workflow |
| See-Krea2 | SeeSee21/Krea-2-See-Krea2-Genesis | Model Β· Workflow |
π LoRAs
| Model | Hugging Face | Civitai |
|---|---|---|
| Illustrious Anime Collection | SeeSee21/Illustrious-Anime-Collection | Model |
| Chroma Semi-Anime | SeeSee21/chroma-Semi-Anime | Model |
| Kitsune Furry Girl | SeeSee21/Kitsune-Furry-Girl-Z-Image | Model |
| Ayase Momo (Dandadan) | SeeSee21/Ayase-Momo-Z-Image | Model |
π§© Checkpoints & AIO Β· π LoRAs Β· π Civitai Β· βΆοΈ YouTube
Made with β€οΈ by SeeSee
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