[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"glossary-seed-control::en":3,"gloss-cluster-seed-control::en":23,"gloss-next-seed-control::en":62},{"slug":4,"category":5,"name":6,"definition":7,"meta_desc":8,"faq":9,"schema_markup":9,"related":10},"seed-control","output","Seed Control","A seed is the number that initializes the random noise a diffusion model starts from. Because generation is otherwise deterministic given a fixed prompt and settings, the seed is the single knob that decides which of countless possible images you get. Seed control means capturing and reusing that number so you can reproduce a result exactly, or change one variable — prompt wording, a parameter — while holding the composition steady. For builders, seeds are essential for anything resembling a workflow: debugging why an output looks wrong, A\u002FB testing prompts fairly, or letting a user 'lock' an image they like and iterate on it. Most APIs (Stable Diffusion, DALL-E, Midjourney's --seed) accept a seed argument; omit it and you get a random one each call. Practical note: a seed only guarantees reproducibility when every other input is identical — same model version, prompt, sampler, and step count. Store the seed alongside generated assets so users, and you, can trace and regenerate them later.","The seed is the number that initializes a diffusion model's starting noise — capturing and reusing it is how you reproduce an image or vary one knob at a time.",null,[11,14,17,20],{"slug":12,"name":13},"batch-image-generation","Batch Image Generation",{"slug":15,"name":16},"diffusion-model","Diffusion Model",{"slug":18,"name":19},"image-generation","Image Generation",{"slug":21,"name":22},"image-variations","Image Variations",[24,28,32,36,39,43,46,49,52,53,56,59],{"slug":25,"category":5,"name":26,"updated_at":27},"abstention","Abstention","2026-08-24T03:30:02+00:00",{"slug":29,"category":5,"name":30,"updated_at":31},"ai-copywriting","AI Copywriting","2026-08-24T02:46:38+00:00",{"slug":33,"category":5,"name":34,"updated_at":35},"ai-watermarking","AI Watermarking","2026-08-24T02:46:37+00:00",{"slug":37,"category":5,"name":38,"updated_at":35},"aspect-ratio-control","Aspect-Ratio Control",{"slug":40,"category":5,"name":41,"updated_at":42},"audio-generation","Audio Generation","2026-08-24T02:46:36+00:00",{"slug":44,"category":5,"name":45,"updated_at":35},"audio-super-resolution","Audio Super-Resolution",{"slug":47,"category":5,"name":48,"updated_at":42},"avatar-generation","Avatar Generation",{"slug":50,"category":5,"name":51,"updated_at":42},"background-removal","Background Removal",{"slug":12,"category":5,"name":13,"updated_at":35},{"slug":54,"category":5,"name":55,"updated_at":31},"brand-voice","Brand Voice",{"slug":57,"category":5,"name":58,"updated_at":31},"cfg-scale","CFG Scale (Classifier-Free Guidance)",{"slug":60,"category":5,"name":61,"updated_at":35},"character-consistency","Character Consistency",{"pairs":63,"alternatives":71},[64,65,66,67,68,69,70],"airtable-vs-notion","bubble-vs-webflow","copy-ai-vs-jasper","framer-vs-webflow","frase-vs-surfer-seo","make-vs-zapier","jasper-vs-writesonic",[72,73,74,75,76,77],"copy-ai","jasper","webflow","bubble","zapier","airtable"]