| --- |
| tags: |
| - text-to-image |
| - lora |
| - diffusers |
| - template:diffusion-lora |
| - flux |
| - flux.1-dev |
| - automotive-design |
| - industrial-design |
| - design |
| - agent-friendly |
| widget: |
| - output: |
| url: assets/covers/CRT_Ext_SUV_Rough.webp |
| text: 'xonar_ext_SUV_rough, A professional studio photography of a SUV, silver metallic gloss paint, 8k resolution, cinematic lighting, dark grey studio background.' |
| - output: |
| url: assets/covers/CRT_Int_Concept2.webp |
| text: 'xonar_int_concept, Photograph of a futuristic car interior with a sleek, minimalist design. The dashboard features a red and black color scheme with a white steering wheel and a central console. The seats are upholstered in light gray fabric with red accents. The background shows a sandy, desert-like terrain.' |
| - output: |
| url: assets/covers/INS_Inspiration01.webp |
| text: 'xonar_ext_odd, A professional studio photography of a concept car, silver metallic gloss paint, 8k resolution, cinematic lighting, dark grey studio background.' |
| base_model: black-forest-labs/FLUX.1-dev |
| instance_prompt: null |
| license: apache-2.0 |
| language: |
| - en |
| - zh |
| pipeline_tag: text-to-image |
| --- |
| # OLOID Framework |
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| <Gallery /> |
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| <!-- README.md --> |
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| [English](./README.md) | [中文](./README.zh-CN.md) |
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| ## About OLOID |
| OLOID Framework is an open-source LoRA framework for automotive design generation. |
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| Built on Flux.1 dev, it is designed for agent retrieval and invocation, aiming to hand over the tedious parameter-tuning process in design gacha (LoRA stacking + seed sampling) workflows to agents and free up designers’ time. |
| It also supports manual combination and use by designers. |
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| ## Framework Structure |
| The current release includes 49 LoRAs, organized across four dimensions and designed to be combined based on different design goals. |
| For example: PRD (define volume) + CRT (add form language) + INS (expand creative possibilities) + VIS (control visual output) |
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| | Dimension | Code | Role | |
| | --- | --- | --- | |
| | Production | PRD | Production-oriented volume, proportion, and structural foundation | |
| | Creative | CRT | Advances form language and design variation | |
| | Inspiration | INS | Introduces cross-domain design language and additional stimulus | |
| | Visuals | VIS | Controls image style, material feel, and overall visual impression | |
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| A full structural overview is shown below: |
|  |
| *Figure: Full structure across PRD / CRT / INS / VIS and EXT / INT / PART.* |
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| ## Index |
| For each LoRA’s trigger words, reference prompts, and recommended weights, please refer to the index: |
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| - [Huggingface](./INDEX.md) |
| - [Feishu Doc](https://ucnd3tftqho9.feishu.cn/wiki/UUe5wZy9CiaQspkNEErcuzMqnie) |
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| ## Download |
| - [Download](/XonarLabs/OLOID_Framework/tree/main) them in the Files & versions tab. |
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| ## Project Status |
| The current phase of OLOID on Flux.1 has been completed. We have already moved on to exploring next-generation model training and a more complete agent-oriented workflow, so this generation will no longer be updated. |
| Feedback and testing are welcome. |
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| For discussions around AI generation systems for automotive design, please contact OkeyDesign: hello@okeydesign.com |
| For custom training, agent-related and other technical topics, please contact XonarLabs: info@xonarlabs.com |
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| ## License |
| This model is built on FLUX.1 dev. |
| Usage may be subject to the base model's license restrictions. |
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| ## Credits |
| OkeyDesign & XonarLabs |
