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SD3.5
SD3.5 Natural Language Prompting Guide
SDExample.com April 23, 2026
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Covers the evolution from keyword-based prompting (SD 1.5) to natural language prompting (SD 3.5 MMDiT), including how SD3.5 processes spatial relationships and can generate readable text from descriptive sentences.
Prompt
SD3.5 Natural Language Prompting: 1. **MMDiT Architecture**: SD3.5 uses a Multimodal Diffusion Transformer for better text understanding 2. **Natural Language**: Write full sentences describing scenes, not keyword lists 3. **Spatial Understanding**: SD3.5 understands "a cat on top of a dog" vs "a dog on top of a cat" 4. **Text Generation**: Can render readable text in images from prompt descriptions 5. **Prompt Evolution**: - SD 1.5: "cat, sitting, garden, photorealistic, 8k" (keyword style) - SD 3.5: "A fluffy orange cat sitting in a sunlit garden, photographed with a 50mm lens" (natural language) 6. **Quality Settings**: Still benefits from quality descriptors but less dependent on them 7. **Model Versions**: SD3.5 Large (8B params), Medium (2.5B params) Key Shift: Describe what you see in your mind's eye as a complete scene.
How to Use
Write prompts as natural descriptive sentences rather than comma-separated keywords. SD3.5 understands spatial relationships and scene composition from plain language.
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