Instructions to use jarod2212/HumanUltraReal_XL with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use jarod2212/HumanUltraReal_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/HumanUltraReal_XL") prompt = "-" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
| tags: | |
| - text-to-image | |
| - lora | |
| - diffusers | |
| - template:diffusion-lora | |
| widget: | |
| - output: | |
| url: images/ComfyUI000057_00004_.png | |
| text: '-' | |
| - output: | |
| url: images/ComfyUI000057_00006_.png | |
| text: '-' | |
| - output: | |
| url: images/ComfyUI000057_00009_.png | |
| text: '-' | |
| - output: | |
| url: images/ComfyUI000057_00010_.png | |
| text: '-' | |
| - output: | |
| url: images/ComfyUI000057_00011_.png | |
| text: '-' | |
| - output: | |
| url: images/ComfyUI000057_00012_.png | |
| text: '-' | |
| - output: | |
| url: images/ComfyUI000057_00020_.png | |
| text: '-' | |
| - output: | |
| url: images/ComfyUI000057_00021_.png | |
| text: '-' | |
| - output: | |
| url: images/ComfyUI000057_00022_.png | |
| text: '-' | |
| - output: | |
| url: images/ComfyUI000057_00025_.png | |
| text: '-' | |
| - output: | |
| url: images/ComfyUI000057_00026_.png | |
| text: '-' | |
| - output: | |
| url: images/ComfyUI000057_00027_.png | |
| text: '-' | |
| base_model: 'sdxl' | |
| instance_prompt: hureal | |
| license: creativeml-openrail-m | |
| # HumanUltraReal_XL | |
| <Gallery /> | |
| ## Model description | |
| Trigger word: hureal | |
| HumanUltraReal_XL is a modular SDXL LoRA trained on approximately 120 professionally curated images, designed to deliver high‑fidelity realism across a wide range of photographic scenarios. | |
| The model focuses on portrait performance, half‑body accuracy, multi‑ethnic consistency, and robust lighting/scene adaptability, while maintaining a neutral, non‑stylized output. | |
| The LoRA was built using a balanced, multi‑concept dataset (faces, lighting, environments, outfits, poses), allowing it to generalize cleanly without imposing a fixed aesthetic. | |
| It preserves the structure of the base model while enhancing realism, skin texture, lighting behavior, and subject coherence. | |
| Core Capabilities | |
| Portraits (close‑up) | |
| High facial fidelity | |
| Clean skin texture | |
| Stable eyes and facial structure | |
| Excellent performance across ethnicities | |
| Strong response to makeup, lighting, and expression prompts | |
| Half‑body | |
| Accurate anatomy and proportions | |
| Natural posture and clothing behavior | |
| Strong consistency across indoor/outdoor environments | |
| Excellent light integration (soft, hard, rim, warm, ambient) | |
| Lighting | |
| Soft diffused light | |
| Hard directional light | |
| Rim light | |
| Warm/cinematic tones | |
| Studio and natural daylight | |
| Stable shadows and color balance | |
| Environments | |
| Studio backgrounds | |
| Indoor ambient light | |
| Outdoor daylight | |
| Urban and natural settings | |
| Clean subject–environment integration | |
| Training Overview | |
| Images: ~120 | |
| Dataset type: professional, curated, multi‑concept | |
| Architecture: SDXL LoRA (modular training) | |
| Focus: realism, neutrality, flexibility | |
| Goal: enhance realism without imposing style or identity | |
| Recommended Settings | |
| Trigger word: hureal | |
| LoRA weight: 0.8 – 1.2 | |
| 0.8 → more neutral, base‑model‑friendly | |
| 1.0 → balanced realism | |
| 1.2 → maximum fidelity and detail | |
| Base models: realistic SDXL checkpoints (photo‑oriented) | |
| CFG: 5–7 | |
| Resolution: 1024×1024 or higher | |
| Prompting: photographic, minimal, clean | |
| Ideal Use Cases | |
| High‑quality portraits | |
| Editorial half‑body shots | |
| Lookbook and fashion concepts | |
| Lighting tests | |
| Multi‑ethnic character creation | |
| Realistic photography workflows | |
| ## Trigger words | |
| You should use `hureal` to trigger the image generation. | |
| ## Download model | |
| [Download](/jarod2212/HumanUltraReal_XL/tree/main) them in the Files & versions tab. | |