Instructions to use rityak/LumiNetaMix with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use rityak/LumiNetaMix with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("rityak/LumiNetaMix", 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
| language: | |
| - en | |
| pipeline_tag: text-to-image | |
| library_name: diffusers | |
| tags: | |
| - text-to-image | |
| - stable-diffusion | |
| - safetensors | |
| - anime | |
| - merge | |
| license: openrail++ | |
| base_model: | |
| - neta-art/Neta-Lumina | |
| - hanzogak/comradeshipLUv2 | |
| <style> | |
| .container { | |
| display: flex; | |
| gap: 2rem; | |
| align-items: flex-start; | |
| } | |
| .image-wrapper, | |
| .details { | |
| flex: 1 1 50%; | |
| } | |
| .image-wrapper { | |
| display: flex; | |
| justify-content: center; | |
| align-items: center; | |
| } | |
| .model-image { | |
| width: 100%; | |
| max-width: 500px; | |
| min-width: 300px; | |
| border-radius: 8px; | |
| box-shadow: 0 8px 20px rgba(0, 0, 0, 0.3); | |
| } | |
| .details h1 { | |
| margin-top: 0; | |
| font-size: 2rem; | |
| color: #fff; | |
| } | |
| .details .description { | |
| margin: 0.5rem 0 1.5rem; | |
| line-height: 1.5; | |
| color: #ccc; | |
| } | |
| .features-list { | |
| list-style: none; | |
| padding: 0; | |
| margin: 0 0 1.5rem; | |
| } | |
| .features-list li { | |
| display: flex; | |
| align-items: center; | |
| margin-bottom: 0.5rem; | |
| font-size: 1rem; | |
| color: #fff; | |
| } | |
| .features-list .icon { | |
| margin-right: 0.6rem; | |
| font-size: 1.2rem; | |
| } | |
| .badge-list { | |
| list-style: none; | |
| padding: 0; | |
| margin: 0; | |
| display: flex; | |
| flex-wrap: wrap; | |
| row-gap: 0.25rem; | |
| column-gap: 0.5rem; | |
| } | |
| .badge-list li { | |
| margin: 0; | |
| } | |
| .badge-btn { | |
| display: inline-flex; | |
| align-items: center; | |
| height: 28px; | |
| padding: 0 10px; | |
| font-size: 14px; | |
| font-weight: 500; | |
| color: #fff; | |
| text-decoration: none; | |
| border-radius: 4px; | |
| white-space: nowrap; | |
| transition: opacity 0.2s, transform 0.1s; | |
| } | |
| .badge-btn .btn-icon { | |
| width: 16px; | |
| height: 16px; | |
| margin-right: 6px; | |
| } | |
| .badge-btn:hover { | |
| opacity: 0.85; | |
| transform: translateY(-1px); | |
| } | |
| .badge-btn.civitai { | |
| background-color: #2975fa8d; | |
| } | |
| .badge-btn.hf { | |
| background-color: #ff66008d; | |
| } | |
| @media (max-width: 700px) { | |
| .container { | |
| flex-direction: column; | |
| align-items: center; | |
| } | |
| .image-wrapper, | |
| .details { | |
| flex: unset; | |
| width: 100%; | |
| } | |
| .model-image { | |
| width: 90%; | |
| max-width: 500px; | |
| min-width: auto; | |
| margin-bottom: 1rem; | |
| } | |
| } | |
| </style> | |
| <div class="container"> | |
| <div class="image-wrapper"> | |
| <!-- Replace with your own example image --> | |
| <img | |
| src="https://huggingface.co/rityak/LumiNetaMix/resolve/main/cover.png" | |
| alt="Neta Lumina Custom Merge Example" | |
| class="model-image" | |
| /> | |
| </div> | |
| <div class="details"> | |
| <h1>LumiNetaMix</h1> | |
| <p class="description"> | |
| <strong>LumiNetaMix - Merge</strong> builds on the open-source | |
| <a href="https://huggingface.co/neta-art/Neta-Lumina" target="_blank">Neta‑Lumina</a> | |
| checkpoint using a custom <code>karcher_mean</code> merge. It preserves the original anime‑style aesthetic | |
| while delivering enhanced NSFW support and slight gains in generation quality—especially with simple | |
| and Danbooru tags. | |
| </p> | |
| <ul class="badge-list"> | |
| <li> | |
| <a | |
| href="https://civitai.com/models/1809858" | |
| target="_blank" | |
| class="badge-btn civitai" | |
| > | |
| <img | |
| src="https://civitai.com/favicon-blue.ico" | |
| alt="CivitAI" | |
| class="btn-icon" | |
| /> | |
| View on CivitAI | |
| </a> | |
| </li> | |
| <li> | |
| <a | |
| href="https://huggingface.co/rityak/LumiNetaMix/resolve/main/LumiNetaMix.safetensors?download=true" | |
| target="_blank" | |
| class="badge-btn hf" | |
| > | |
| <img | |
| src="https://huggingface.co/front/assets/huggingface_logo-noborder.svg" | |
| alt="Hugging Face" | |
| class="btn-icon" | |
| /> | |
| Download LumiNetaMix (<i>All‑in‑One</i>) | |
| </a> | |
| </li> | |
| </ul> | |
| </div> | |
| </div> | |
| - **Original Model** | |
| Building on the open-source [Neta‑Lumina](https://huggingface.co/neta-art/Neta-Lumina) checkpoint. | |
| - **Prompt Book** | |
| Full prompt guidelines and tag list: [neta_lumina_prompt_book](https://neta.art/blog/neta_lumina_prompt_book/) | |
| - **ComfyUI Workflow** | |
| Pre-made workflow for ComfyUI: | |
| [Download JSON](https://huggingface.co/api/resolve-cache/models/neta-art/Neta-Lumina/d1d432a44a84f160d9e8791f704e0d3895ae6ae1/lumina_workflow.json) | |
| ## Model Details | |
| - **Model type**: diffusion-based text-to-image | |
| - **Base checkpoint**: neta-art/Neta-Lumina | |
| - **Merge method**: `karcher_mean` custom merge | |
| ## Key Improvements | |
| - **Enhanced NSFW support** | |
| - **Slight quality gains** with both simple and Danbooru prompt tags | |
| - **Maintains original anime aesthetic** and multilingual tag comprehension | |
| - **Recommended Settings** | |
| - Sampler: `res_multistep` | `eular_ancestral` | |
| - Scheduler: `linear_quadratic` | |
| - Steps: 30 | |
| - CFG Scale: 4.0 – 5.5 | |
| - Resolution: ≥ 1024×1024 | |
| ## Downloads | |
| - **All‑in‑One (AIO) Version** | |
| [Download the AIO model (UNET + Text Encoder + VAE)](https://huggingface.co/rityak/LumiNetaMix/resolve/main/LumiNetaMix.safetensors?download=true) | |
| - **Separate Components** | |
| - **UNET checkpoint**: [Download UNET](https://huggingface.co/rityak/LumiNetaMix/resolve/main/LumiNetaMix_unet.safetensors?download=true) | |
| - **Text Encoder**: [Download Text Encoder](https://huggingface.co/rityak/LumiNetaMix/resolve/main/LumiNetaMix_gemma2_2b.safetensors?download=true) | |
| ## Merge Sources | |
| - **Neta Lumina** | |
| [https://huggingface.co/neta-art/Neta-Lumina](https://huggingface.co/neta-art/Neta-Lumina) | |
| - **Comradeship LU v2** | |
| [https://huggingface.co/hanzogak/comradeshipLUv2](https://huggingface.co/hanzogak/comradeshipLUv2) | |
| - **Netayume Lumina (v2.0)** | |
| [CivitAI – Netayume Lumina (modelVersionId: 2026566)](https://civitai.com/models/1790792/netayume-lumina-neta-luminalumina-image-20?modelVersionId=2026566) | |