Instructions to use SeeSee21/chroma-Semi-Anime with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use SeeSee21/chroma-Semi-Anime with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("lodestones/Chroma", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("SeeSee21/chroma-Semi-Anime") 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
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Download README.md from SeeSee21/chroma-Semi-Anime: direct link, hf CLI and curl.
- Browser
- Download file 9.37 kB
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https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/README.md
- Command line
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hf download hf://SeeSee21/chroma-Semi-Anime/README.md
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curl -L -o README.md https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/README.md
9.37 kB
| license: apache-2.0 | |
| base_model: lodestones/Chroma | |
| base_model_relation: adapter | |
| library_name: diffusers | |
| pipeline_tag: text-to-image | |
| tags: | |
| - lora | |
| - text-to-image | |
| - anime | |
| - chroma | |
| - comfyui | |
| - safetensors | |
| language: | |
| - en | |
| <div align="center"> | |
| <img src="https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/images/cover.jpg" alt="chroma-Semi-Anime cover" width="100%"> | |
| # π Chroma Semi-Anime | |
| ### LoRA for Chroma β semi-realistic anime girls with photorealistic detail | |
| <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> | |
| <a href="https://civitai.red/models/1992501"><img src="https://img.shields.io/badge/Civitai-This%20model-1971C2?style=for-the-badge" alt="Civitai"></a> | |
| <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> | |
| <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> | |
| <p align="center"> | |
| <a href="https://huggingface.co/SeeSee21"><img src="https://img.shields.io/badge/Type-LoRA-EC4899?style=flat-square" alt="Type: LoRA"></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/Strength-0.8-16A34A?style=flat-square" alt="Strength 0.8"></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> | |
| </p> | |
| </div> | |
| <br> | |
| A style LoRA for **[lodestones/Chroma](https://huggingface.co/lodestones/Chroma)** that pushes generations toward a semi-anime look with photorealistic detail, while keeping Chroma's strong composition. | |
| <div style="background:#EC489922;border-left:4px solid #EC4899;padding:12px 16px;border-radius:8px"> | |
| <b>π Quick start:</b> add a LoRA loader after your Chroma checkpoint, select <code>chroma-Anime.safetensors</code>, set the strength to <b>0.8</b> (clip skip 1) and start your prompt with the trigger word <code>hanime</code>. | |
| </div> | |
| ## β¨ At a glance | |
| | Property | Details | | |
| |:--|:--| | |
| | π§© **Type** | Style LoRA (version V1, the only version on Civitai) | | |
| | ποΈ **Base model** | [lodestones/Chroma](https://huggingface.co/lodestones/Chroma) | | |
| | π **File** | [`chroma-Anime.safetensors`](https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/chroma-Anime.safetensors) (13.44 MB) β `ComfyUI/models/loras/` | | |
| | ποΈ **Strength** | 0.8 recommended (0.6 β 1.0) | | |
| | π **Trigger word** | `hanime` | | |
| | π§ͺ **Training** | 10 epochs Β· 575 steps Β· 371 MB of training images Β· uploaded Sep 26, 2025 | | |
| ## πΌοΈ Preview gallery | |
| *All images were posted to the V1 version on Civitai.* | |
| <table> | |
| <tr> | |
| <td><img src="https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/images/v1/v1_1.jpg" alt="Preview 1"></td> | |
| <td><img src="https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/images/v1/v1_2.jpg" alt="Preview 2"></td> | |
| <td><img src="https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/images/v1/v1_3.jpg" alt="Preview 3"></td> | |
| </tr> | |
| <tr> | |
| <td><img src="https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/images/v1/v1_4.jpg" alt="Preview 4"></td> | |
| <td><img src="https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/images/v1/v1_5.jpg" alt="Preview 5"></td> | |
| <td><img src="https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/images/v1/v1_6.jpg" alt="Preview 6"></td> | |
| </tr> | |
| <tr> | |
| <td><img src="https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/images/v1/v1_7.jpg" alt="Preview 7"></td> | |
| <td><img src="https://huggingface.co/SeeSee21/chroma-Semi-Anime/resolve/main/images/v1/v1_8.jpg" alt="Preview 8"></td> | |
| <td></td> | |
| </tr> | |
| </table> | |
| ## π About this LoRA | |
| Chroma Semi-Anime brings **semi-anime characters** to life with **photorealistic details**. It excels at **cute and fantasy-themed anime girls** with diverse body types, outfits and accessories. | |
| Whether you want casual everyday fashion, expressive poses or fantasy and magical settings, it delivers high-quality semi-anime results with careful attention to lighting, perspective and detail. | |
| ### π Key features | |
| - π Fully clothed designs and dynamic outfits included | |
| - ποΈ Diverse body types: curvy, slim, petite, athletic, goddess-like | |
| - πΈ Multiple camera angles and poses for rich compositions | |
| - π¨ Great for character art and concept illustrations | |
| - π Photorealistic semi-anime rendering with expressive visuals | |
| ## ποΈ Recommended settings | |
| | Setting | Value | | |
| |:--|:--| | |
| | **Strength** | 0.8 (start between 0.6 and 1.0) | | |
| | **Clip skip** | 1 | | |
| | **Trigger word** | `hanime` (put it at the start of the prompt) | | |
| | **Recommended for** | Fantasy art, cute anime girls | | |
| | **Prompt style** | Natural language works well on Chroma: describe subject, style and lighting clearly | | |
| > π‘ **Tip:** experiment with different poses, outfits and fantasy scenarios. Combine the LoRA with your favorite base models to get unique semi-anime artwork. | |
| ### π Suggested use in ComfyUI | |
| 1. Load a Chroma checkpoint or workflow. | |
| 2. Add a LoRA loader and select `chroma-Anime.safetensors`. | |
| 3. Start at a strength of about **0.8** (range 0.6 β 1.0) and begin the prompt with `hanime`. | |
| 4. Describe the subject, style and lighting in natural language. | |
| Example negative prompt (SFW default): | |
| ```text | |
| nsfw, nude, explicit, worst quality, bad anatomy, watermark, jpeg artifact | |
| ``` | |
| ## π§© Workflow | |
| The Civitai page of this LoRA publishes **no workflow**. Use it with your usual Chroma workflow and a LoRA loader. | |
| ## π Content notice | |
| The original Civitai description also covers adult content, which is not reproduced here. The LoRA can produce stylized adult-looking characters. Please use it responsibly and only if you are 18 or older. | |
| ## π License & attribution | |
| - LoRA training: **SeeSee** (Hugging Face: `SeeSee21`, Civitai: `SeeSeeLP`). | |
| - Base model: [lodestones/Chroma](https://huggingface.co/lodestones/Chroma), Apache-2.0. | |
| - The weights in this repository are released under **Apache-2.0**, consistent with the base model. | |
| --- | |
| <details> | |
| <summary><b>π§ More from SeeSee β all models</b></summary> | |
| ### π§© Checkpoints & AIO | |
| | Model | Hugging Face | Civitai | | |
| |:--|:--|:--| | |
| | AniSee | [SeeSee21/AniSee](https://huggingface.co/SeeSee21/AniSee) | [Model](https://civitai.red/models/2628747) Β· [Workflows](https://civitai.red/models/2630318) | | |
| | Z-Anime | [SeeSee21/Z-Anime](https://huggingface.co/SeeSee21/Z-Anime) | [Model](https://civitai.red/models/2483351) | | |
| | Z-Image-Turbo-AIO | [SeeSee21/Z-Image-Turbo-AIO](https://huggingface.co/SeeSee21/Z-Image-Turbo-AIO) | [Model](https://civitai.red/models/2173571) Β· [Workflow](https://civitai.red/models/2174008) | | |
| | ERNIE-AIO | [SeeSee21/ERNIE-AIO](https://huggingface.co/SeeSee21/ERNIE-AIO) | [Model](https://civitai.red/models/2551548) Β· [Workflow](https://civitai.red/models/2553748) | | |
| | Chroma-Anime-AIO | [SeeSee21/Chroma-Anime-AIO](https://huggingface.co/SeeSee21/Chroma-Anime-AIO) | [Model](https://civitai.red/models/2022057) Β· [Workflow](https://civitai.red/models/2027641) | | |
| | FLUX.2-klein-4B-AIO | [SeeSee21/FLUX.2-klein-4B-AIO](https://huggingface.co/SeeSee21/FLUX.2-klein-4B-AIO) | [Model](https://civitai.red/models/2327389) Β· [Workflow](https://civitai.red/models/2327746) | | |
| | QWEN-Anime | [SeeSee21/QWEN-Anime](https://huggingface.co/SeeSee21/QWEN-Anime) | [Model](https://civitai.red/models/2122738) Β· [Workflow](https://civitai.red/models/2135240) | | |
| | SeeMoss-Genesis | [SeeSee21/SeeMoss-Genesis](https://huggingface.co/SeeSee21/SeeMoss-Genesis) | [Model](https://civitai.red/models/3031179) Β· [Workflow](https://civitai.red/models/3031981) | | |
| | See-Krea2 | [SeeSee21/Krea-2-See-Krea2-Genesis](https://huggingface.co/SeeSee21/Krea-2-See-Krea2-Genesis) | [Model](https://civitai.red/models/2846618) Β· [Workflow](https://civitai.red/models/2936142) | | |
| ### π LoRAs | |
| | Model | Hugging Face | Civitai | | |
| |:--|:--|:--| | |
| | Illustrious Anime Collection | [SeeSee21/Illustrious-Anime-Collection](https://huggingface.co/SeeSee21/Illustrious-Anime-Collection) | [Model](https://civitai.red/models/1994924) | | |
| | Chroma Semi-Anime | [SeeSee21/chroma-Semi-Anime](https://huggingface.co/SeeSee21/chroma-Semi-Anime) | [Model](https://civitai.red/models/1992501) | | |
| | Kitsune Furry Girl | [SeeSee21/Kitsune-Furry-Girl-Z-Image](https://huggingface.co/SeeSee21/Kitsune-Furry-Girl-Z-Image) | [Model](https://civitai.red/models/2218232) | | |
| | Ayase Momo (Dandadan) | [SeeSee21/Ayase-Momo-Z-Image](https://huggingface.co/SeeSee21/Ayase-Momo-Z-Image) | [Model](https://civitai.red/models/2189797) | | |
| </details> | |
| <div align="center"> | |
| [π§© Checkpoints & AIO](https://huggingface.co/collections/SeeSee21/checkpoints-and-aio) Β· [π LoRAs](https://huggingface.co/collections/SeeSee21/loras) Β· [π Civitai](https://civitai.red/user/SeeSeeLP) Β· [βΆοΈ YouTube](https://www.youtube.com/@SeeSee-AI) | |
| <sub>Made with β€οΈ by SeeSee</sub> | |
| </div> | |