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Character Consistency
Train a LoRA on 15-20 photos of a specific person or character. Every future generation with the trigger word produces that exact face and likeness, solving the "randomness" problem of generative AI. Perfect for brand mascots, virtual influencers, and storytelling with consistent characters across scenes.
Brand Style Enforcement
Feed 20-50 images of your brand's visual identity. The LoRA learns your color palettes, composition rules, and design language. All future generations automatically conform to your brand guidelines — no manual style matching required. Works with FLUX and SDXL base models.
Product Photography
Train on 10-15 clean product shots from different angles. Generate unlimited lifestyle images, colorways, and marketing visuals of the exact same product. Best for e-commerce catalogs and social media content at scale. See also our Best Open Source Image Models for base model options.
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Dataset Preparation
Upload 10-20 high-quality images of your subject (character, object, or style). Caption them accurately to help the AI understand what to learn.
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Efficient Training
WaveSpeed's infrastructure handles the training process. Unlike full model training which takes days, LoRA training focuses on specific layers and completes in minutes to an hour at a fraction of the cost.
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Triggered Generation
Once trained, the LoRA is a small file (10MB - 300MB). To generate, simply include the Trigger Word (e.g.,
<lora:my-brand-style:1.0>) in your prompt. The base model (e.g., FLUX.1) will instantly shift its output to match your trained concept.Q & A
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