Search Results for author: James Flemings

Found 2 papers, 1 papers with code

Differentially Private Next-Token Prediction of Large Language Models

1 code implementation22 Mar 2024 James Flemings, Meisam Razaviyayn, Murali Annavaram

Ensuring the privacy of Large Language Models (LLMs) is becoming increasingly important.

Differentially Private Knowledge Distillation via Synthetic Text Generation

no code implementations1 Mar 2024 James Flemings, Murali Annavaram

However, the increasing urgency of data privacy requires LLMs to train with Differential Privacy (DP) on private data.

Knowledge Distillation Model Compression +1

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