Experience unprecedented speed with our distilled 8B parameter model. Generate high-quality images in just 4 steps using revolutionary Adversarial Diffusion Distillation technology.
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Ultra-fast generation without compromising quality
Generate high-quality images in just 4 steps with ADD technology, drastically reducing generation time while maintaining quality.
Leverages the full power of the 8B parameter architecture while achieving remarkable speed through sophisticated distillation.
Optimized inference process reduces computational requirements while delivering professional-grade results.
Explore the cutting-edge features powered by ADD technology
Revolutionary distillation technique that maintains model knowledge while dramatically reducing inference steps.
Perfect for iterative design processes with near-instant feedback and consistent quality.
Optimized for high-throughput production environments with efficient resource utilization.
Understanding the power of SD 3.5 Large Turbo
Perfect for speed-critical workflows
Maximizing the potential of 4-step generation
Implement SD 3.5 Large Turbo in your projects
import torch
from diffusers import StableDiffusion3Pipeline
pipe = StableDiffusion3Pipeline.from_pretrained(
"stabilityai/stable-diffusion-3.5-large-turbo",
torch_dtype=torch.bfloat16
)
pipe = pipe.to("cuda")
image = pipe(
"your prompt here",
num_inference_steps=4,
guidance_scale=0.0
).images[0]Prepare your development environment with GPU support.
Download and configure the Turbo model.
Configure for optimal 4-step generation.
Verify speed and quality benchmarks.
Speed and quality metrics across different configurations
| GPU Model | Time (sec) | Images/sec |
|---|---|---|
| RTX 4090 | 0.4s | 2.5 |
| RTX 4080 | 0.5s | 2.0 |
| RTX 3090 | 0.6s | 1.7 |
Common questions about SD 3.5 Large Turbo
The model uses Adversarial Diffusion Distillation (ADD) technology, allowing high-quality generation in just 4 steps while maintaining the knowledge and capabilities of the full 8B parameter model.
While optimized for speed, SD 3.5 Large Turbo maintains remarkable image quality and prompt adherence, suitable for most professional applications where rapid generation is priority.
Any modern GPU with 12GB+ VRAM will provide excellent performance. The model can run on lower VRAM configurations with appropriate optimization techniques.
Yes, under the Stability AI Community License, it's free for commercial use by organizations with annual revenue under $1M. Enterprise licensing is required for larger organizations.
The model efficiently handles batch processing, making it ideal for high-throughput applications. Batch size can be optimized based on available VRAM and performance requirements.
Integration options include Hugging Face Diffusers, ComfyUI, direct API access, or self-hosting. The 4-step process makes it particularly suitable for real-time applications.
For optimal results with SD 3.5 Large Turbo, guidance scale of 0.0 is recommended, which helps maintain generation speed while ensuring quality output.
While fine-tuning is possible, it requires careful consideration due to the distilled nature of the model. Consult the documentation for specific fine-tuning guidelines.
Join the SD 3.5 Large Turbo community
Understanding the technology behind 4-step generation
Optimize your workflow with SD 3.5 Large Turbo
Try SD 3.5 Large Turbo today and transform your workflow with 4-step generation