Prompt Classifier

fofr/prompt-classifier targets a narrow slice of work - producing visuals without a designer in the loop - without a steep setup.Determines the toxicity of text to image prompts, llama-13b fine-tune. [SAFETY_RANKING] between 0 (safe) and 10 (toxic).Core capabilitiesGenerates images from a text promptEdits or restyles existing photosKeeps one visual style across a batch of assetsExports at web or print resolutionWho this fitsfofr/prompt-classifier is usually picked up by designers, social media managers and brand teams. It is a poor fit if you need the whole workflow automated end to end, because it covers one step rather than the pipeline.Common jobs people hand to itProducing hero images for a landing pageBatch-editing product photosExploring three visual directions before a redesignWhere it sits in a workflowMost teams pair it with a layout tool: the image is generated here and the layout happens elsewhere.Getting startedStart on the free plan with the task you already do weekly, so you have a baseline.Producing hero images for a landing page, since that is the workflow it was built for.The free tier is the honest test: run one real task before paying.Pricing modelModel: Freemium · Free tier: Usually yes · Paid plans: published on the official site.Where it sitsThe AI Models category is crowded; other AI Models tools cover similar ground. fofr/prompt-classifier earns a place when its output style or integrations match how your team already works.Setup and learning curveThere is no integration phase to plan for - you can evaluate it on one real task before involving a team. Commercial usage rights on the free plan, and whether exports carry a watermark are the two things to confirm before committing a budget.Where it stopsIt is a production aid, not a replacement for review.Team features usually sit behind the higher tiers.When to skip itTeams that already own a general assistant may not need fofr/prompt-classifier for occasional work.Start on the smallest plan - the gap between tiers is usually volume, not capability.Last verified: 2026-11-13. Pricing model: Freemium. Best for: designers, social media managers.