Activefastimage Open Source

Stable Diffusion 3.5 Medium

by Stability AI· Released October 2024

Stable Diffusion 3.5 Medium is a text-to-image model with 2.5 billion parameters, offering high-quality image generation with improved prompt adherence and typography. It is designed to run efficiently on consumer hardware, making advanced AI image generation accessible to a wider audience.

Official Site API Docs 🤗 Hugging Face

Input cost

Free (open source)

Output cost

Free (open source)

Context window

—

Max output

—

Modalities

image

Parameters

2.5B

License

Stability AI Community License

Capabilities

Text-to-ImageImage-to-ImageInpaintingOutpaintingHigh-Resolution GenerationPrompt AdherenceTypography Generation

Best For

High-quality image generation on consumer-grade hardware with strong prompt adherence and typography.

Strengths

Excellent prompt adherence and image quality
Improved typography generation compared to previous versions
Efficient performance on consumer GPUs (e.g., RTX 4090)
Open-source and freely available

Limitations

2.5B parameters may limit fine-grained detail compared to larger models
Not as fast as smaller models like SD3.5 Turbo
Requires significant VRAM (e.g., 12GB+) for optimal performance
May struggle with complex compositions or rare concepts

Use Cases

Generating marketing visuals and social media content

Creating concept art and illustrations

Designing logos and typography-based graphics

Enhancing creative workflows for designers and artists

Rapid prototyping of visual ideas

Educational projects and research in generative AI

Personal creative projects and hobbyist use

Improvements Over Previous Model

Improved prompt adherence and image quality over SD3 Medium
Better typography generation
More efficient architecture for consumer hardware
Enhanced understanding of complex prompts
Reduced artifacts and improved coherence

Back to all models

Activefastimage Open Source

Stable Diffusion 3.5 Medium

by Stability AI· Released October 2024

Official Site API Docs 🤗 Hugging Face

Input cost

Free (open source)

Output cost

Free (open source)

Context window

—

Max output

—

Modalities

image

Parameters

2.5B

License

Stability AI Community License

Capabilities

Text-to-ImageImage-to-ImageInpaintingOutpaintingHigh-Resolution GenerationPrompt AdherenceTypography Generation

Best For

High-quality image generation on consumer-grade hardware with strong prompt adherence and typography.

Strengths

Excellent prompt adherence and image quality
Improved typography generation compared to previous versions
Efficient performance on consumer GPUs (e.g., RTX 4090)
Open-source and freely available

Limitations

2.5B parameters may limit fine-grained detail compared to larger models
Not as fast as smaller models like SD3.5 Turbo
Requires significant VRAM (e.g., 12GB+) for optimal performance
May struggle with complex compositions or rare concepts

Use Cases

Generating marketing visuals and social media content

Creating concept art and illustrations

Designing logos and typography-based graphics

Enhancing creative workflows for designers and artists

Rapid prototyping of visual ideas

Educational projects and research in generative AI

Personal creative projects and hobbyist use

Improvements Over Previous Model

Improved prompt adherence and image quality over SD3 Medium
Better typography generation
More efficient architecture for consumer hardware
Enhanced understanding of complex prompts
Reduced artifacts and improved coherence

Back to all models