What It Is
Stable Diffusion is the foundational open-source text-to-image model family. SDXL, SD3, and the newer variants. Runs locally on consumer GPUs (8GB+ VRAM). The base of a massive ecosystem including ControlNet, LoRAs, custom checkpoints, and automatic1111/ComfyUI interfaces.
Strengths & Weaknesses
✓ Strengths
- Open source
- Huge community
- Runs locally
- Massive customization (LoRAs, ControlNet)
× Weaknesses
- Quality below Midjourney for general use
- Setup complexity
- GPU required
Best Use Cases
Local image generationCustom workflowsResearchFine-tuning
Alternatives
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