Instructions to use jarod2212/Unity_Spectrum_XL with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use jarod2212/Unity_Spectrum_XL with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("SDXL", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("jarod2212/Unity_Spectrum_XL") prompt = "-" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Draw Things
- DiffusionBee
| tags: | |
| - text-to-image | |
| - lora | |
| - diffusers | |
| - template:diffusion-lora | |
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| base_model: 'SDXL' | |
| instance_prompt: usxl | |
| license: creativeml-openrail-m | |
| # Unity Spectrum LoRA XL | |
| <Gallery /> | |
| ## Model description | |
| UnitySpectrum_XL is a LoRA designed to generate natural interactions between two people, with stable poses, believable physical contact and no limb fusion. | |
| It was trained on 12 main poses, each with multiple variations, to ensure consistency and generalization: | |
| friendly_hug | |
| side_hug | |
| selfie_together | |
| handshake | |
| shoulder_touch | |
| arm_hold | |
| close_pose | |
| leaning_pose | |
| couple_pose | |
| supportive_pose | |
| soft_embrace | |
| together_stance | |
| The dataset was built with mixed ethnicities, but LoRA does NOT learn ethnicities: | |
| π generalizes perfectly to any combination (white/Black/Asian/Latina etc.). | |
| β Recommended checkpoint | |
| LoRA has been optimized for: | |
| π Brave Studio XL β Simple / Normal scheduler | |
| It also works on SDXL Base, but Brave Studio guarantees: | |
| more stable geometry | |
| more natural eyes | |
| more consistent skin | |
| less noise | |
| β Recommended weight | |
| LoRA works best between: | |
| π 0.7 and 1.0 | |
| 0.7 β softer, more natural | |
| 1.0 β more precise on the pose | |
| Not recommended to exceed 1.1. | |
| Example Prompt: | |
| 1_usxl, white man and Black woman, friendly_hug, realistic photo, 50mm lens, natural light, detailed skin, soft shadows, clean iris texture, sharp eyes | |
| 2_usxl, Asian woman and Latina woman, selfie_together, candid moment, smartphone angle, natural lighting, realistic skin texture, face in focus | |
| 3_usxl, Black man and white man, handshake, business casual, indoor lighting, realistic photo, 50mm, detailed hands, clean geometry | |
| 4_usxl, white woman and Black woman, side_hug, warm moment, soft light, realistic skin, balanced lighting, sharp focus | |
| Negative prompt: | |
| blurry eyes, glossy eyes, distorted pupils, deformed hands, fused fingers, extra limbs, overexposed skin, low detail, bad anatomy | |
| The cover images were created on mage.space for convenience; however, MageSpace does not preserve metadata, so I include example prompts here to guide proper usage | |
| ## Trigger words | |
| You should use `usxl` to trigger the image generation. | |
| ## Download model | |
| [Download](/jarod2212/Unity_Spectrum_XL/tree/main) them in the Files & versions tab. | |