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Honest comparison of free LoRA training tools in 2026. Covers local trainers (Kohya, OneTrainer) and cloud platforms (Civitai, PixelDojo), plus dataset prep and tagging tools.
When to hire a freelance developer vs a web agency, written by a freelancer who will tell you when the agency is actually the better call. Practical decision framework based on 150+ projects.
Complete guide to building a LoRA training dataset: how many images you need, how to crop and tag them, trigger word strategy, folder structure, and the mistakes that ruin results.