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Verify on official websiteWe demonstrate the first on-device integration of a safety-aligned large language model (LLM) using soft prompt distillation, powered by our proposed TV-DiSP framework. Our system showcases how a mobile device can run a quantized LLM equipped with learned soft prompts to moderate harmful or toxic content in real-time. The demo highlights the difference in LLM outputs with and without our soft prompts when subjected to adversarial or unsafe inputs, enabling efficient and safe deployment of LLMs o
Tuesday, December 2, 2025
We demonstrate the first on-device integration of a safety-aligned large language model (LLM) using soft prompt distillation, powered by our proposed TV-DiSP framework. Our system showcases how a mobile device can run a quantized LLM equipped with learned soft prompts to moderate harmful or toxic content in real-time. The demo highlights the difference in LLM outputs with and without our soft prompts when subjected to adversarial or unsafe inputs, enabling efficient and safe deployment of LLMs o
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Request a DemoOr start free trial →Expo Demonstration Soft Prompts for On-Device Content Moderation takes place on Tuesday, December 2, 2025 in San Diego. All times are in UTC.
Expo Demonstration Soft Prompts for On-Device Content Moderation takes place at Ron Tindall Upper Level Room 29A-D in San Diego.
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