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What actually moves the output: negatives, quality tags, camera language, samplers.
Camera angle and shot-type vocabulary for Stable Diffusion and SDXL prompts, with verified resolution, CFG, sampler and weighting sett…
Negative prompts work on SD 1.5 and SDXL but do nothing on Flux dev, SDXL-Turbo and Pony by default. See what steers each model family.
Pick the right sampler for SD1.5, SDXL, and Flux — deterministic vs. stochastic, step count trade-offs, and scheduler settings that ma…