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Dataset Preparation

Upload 10-50 high-quality images (for LoRA) or 100-1000+ images (for full fine-tuning). Our automated pipeline handles resizing, cropping, and captioning. Smart deduplication removes near-identical images, and quality scoring flags blurry or low-resolution samples before training begins. Supports JPEG, PNG, and WebP formats.
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Configuration

Choose your base model (FLUX.1, SDXL, or SD 1.5), training method (LoRA, DreamBooth, or Textual Inversion), and hyperparameters. Presets for common use cases (character, style, object) auto-configure learning rate, batch size, and training steps. Advanced users can fine-tune every parameter manually.
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Cloud Training

Training runs on dedicated GPU instances (A100 / H100). LoRA training typically completes in 15-45 minutes; full DreamBooth runs take 1-3 hours. Real-time progress monitoring shows loss curves and sample generations at each checkpoint. Automatic early stopping prevents overfitting. Build on your trained models with LoRA Generation.
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Testing & Deployment

Test your trained model instantly in the playground with various prompts and settings. Compare outputs side-by-side with the base model to verify quality. One-click deployment makes your model available via API and the WaveSpeed playground. Version control lets you roll back to any previous checkpoint.

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Brand-Consistent Characters

Train a LoRA on your mascot or brand character to generate unlimited variations in any pose, outfit, or setting. Perfect for marketing campaigns, stickers, and social media content at scale.

Product Photography

Fine-tune on 20-30 product images and generate photorealistic renders in any environment — studio white, lifestyle scenes, or seasonal themes — without physical photo shoots.

Art Style Transfer

Train on a curated set of artworks to replicate any visual style. Generate new illustrations that match the trained aesthetic, from anime to oil painting to pixel art. Use with LoRA Generation.

Face Personalization

Use DreamBooth to train on personal portraits and generate consistent face renderings across diverse styles and contexts. Ideal for avatars, profile images, and personalized greeting cards.

Q & A

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