Unverified50% confidenceFactExact time
In open-source models such as Stable Diffusion, the negative prompt is a separate input field used to tell the model to actively avoid certain visual features.
1
Sources
50%
Confidence
Long-term
Relevance
8/21/2026
First Seen
Sources
Related Claims
Unverified负样本提示最早在 Stable Diffusion 社区中被系统性开发，其技术实现依赖分类器自由引导（Classifier-Free Guidance, CFG）机制70% similarUnverifiedStable Diffusion supports using weight syntax (such as `(keyword:1.5)`) to precisely control the influence strength of a specific element, combined with Negative Prompts to exclude unwanted elements.70% similarUnverified主流图像/视频生成模型如Stable Diffusion、Midjourney、Sora缺乏持久化记忆机制，每次生成依赖当前提示词和随机噪声种子，不内置跨次调用的状态保持能力65% similar
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