import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("TensorVizion/SkyVizion-1.5", dtype=torch.bfloat16, device_map="cuda")
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]🌌 SkyVizion 1.5
Photorealistic image generation built on Stable Diffusion 1.5
SkyVizion 1.5 is a fine-tuned Stable Diffusion 1.5 model designed to generate high-quality, photorealistic images with natural lighting, rich detail, and strong prompt adherence. The model has been optimized to produce realistic people, environments, objects, and cinematic scenes while maintaining the flexibility and creativity of the original Stable Diffusion architecture.
Whether you're creating portraits, landscapes, concept art, product photography, or cinematic compositions, SkyVizion 1.5 aims to deliver visually compelling results with minimal prompting.
✨ Features
- 📸 High-quality photorealistic image generation
- 🎨 Excellent prompt understanding
- 🌅 Natural lighting and realistic colors
- 👤 Detailed human faces and anatomy
- 🏙️ Beautiful environments and architectural scenes
- 🎬 Cinematic compositions
- ⚡ Compatible with the Stable Diffusion 1.5 ecosystem
- 🔧 Works with popular UIs such as AUTOMATIC1111, ComfyUI, InvokeAI, and Diffusers
Model Details
| Property | Value |
|---|---|
| Base Model | Stable Diffusion 1.5 |
| Model Type | Text-to-Image Diffusion Model |
| Architecture | Latent Diffusion |
| License | Same as the base model unless otherwise specified |
| Intended Use | Photorealistic image generation |
Recommended Settings
These settings provide a good starting point:
- Sampler: DPM++ 2M Karras or Euler A
- Steps: 25–40
- CFG Scale: 6–8
- Resolution: 512×512, 768×768, or higher with High-Res Fix
- Negative Prompt:
low quality, worst quality, blurry, deformed, bad anatomy, extra limbs, extra fingers, watermark, text, logo, jpeg artifacts, cropped
Example Prompt
Prompt
A breathtaking cinematic portrait of a young explorer standing on a mountain at sunrise, ultra realistic, golden hour lighting, intricate details, highly detailed skin, 85mm photography, shallow depth of field, volumetric light, masterpiece, 8k
Negative Prompt
low quality, blurry, bad anatomy, deformed, watermark, text, logo
Strengths
SkyVizion 1.5 excels at:
- Photorealistic portraits
- Lifestyle photography
- Landscapes
- Nature scenes
- Interior and exterior architecture
- Product renders
- Fashion photography
- Cinematic scenes
- Fantasy realism
- Detailed environmental storytelling
Tips for Best Results
- Use descriptive prompts that include lighting, camera type, lens, and composition.
- Mention photographic styles such as cinematic, RAW photo, DSLR, or professional photography.
- Include lighting terms like golden hour, soft lighting, studio lighting, or volumetric lighting.
- Keep CFG values moderate to preserve realism.
- Use High-Res Fix or an upscaler for larger outputs.
Example Style Keywords
- photorealistic
- ultra realistic
- RAW photo
- DSLR
- professional photography
- cinematic lighting
- natural lighting
- volumetric lighting
- shallow depth of field
- bokeh
- highly detailed
- sharp focus
- masterpiece
- 8k
Limitations
Like all generative AI models, SkyVizion 1.5 may occasionally:
- Produce anatomical inconsistencies in complex poses.
- Struggle with text rendering.
- Generate artifacts in challenging compositions.
- Reflect biases inherited from the training data and base model.
Results may vary depending on prompt complexity and inference settings.
Responsible Use
Please use SkyVizion 1.5 responsibly.
Do not use this model to create deceptive, harmful, defamatory, or illegal content. Respect privacy, intellectual property rights, and applicable laws when generating and sharing images.
Acknowledgements
SkyVizion 1.5 is built upon the incredible work of the Stable Diffusion community and the original Stable Diffusion 1.5 model. Special thanks to everyone in the open-source AI ecosystem whose research and contributions continue to advance generative image technology.
SkyVizion
"Transform imagination into reality."
If you enjoy using SkyVizion 1.5, consider leaving a ❤️ on the repository and sharing your creations with the community.
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Model tree for TensorVizion/SkyVizion-1.5
Base model
stable-diffusion-v1-5/stable-diffusion-v1-5