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JetBrains Research introduced the open-source DPTrainer library for integrating differential privacy with Hugging Face Trainer and specialized training interfaces in TRL, without rewriting training loops. The tool manages gradient clipping, noise addition, privacy budget accounting, data loading, and checkpoint saving.