End-to-end RLHF detoxification pipeline implementing the InstructGPT architecture: LoRA SFT on DialogSum, custom reward model from synthetic preferences, and multi-objective PPO balancing toxicity, faithfulness, and quality. Achieves 60% toxicity reduction with zero ROUGE-L degradation
☆50Apr 13, 2026Updated 3 months ago
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