This paper introduces RLPHF, which aligns large language models with personalized human preferences via multi-objective RL and parameter merging.
This paper is under CC 4.0 license. available on arxiv Authors: Joel Jang, CarperAI,University of Washington & Allen Institute for AI; Seungone Kim, KAIST AI; Yizhong Wang, University of Washington; Jack Hessel, University of Washington; Luke Zettlemoyer, Aleph Alpha; Hannaneh Hajishirzi, University of Washington & Allen Institute for AI; Yejin Choi, UC San Diego. 4 EXPERIMENTS 4.
Finally, while P-MORL and P-SOUPS both outperform other methods on average, there exists a discrepancy between the simulated and human evaluation; P-SOUPS has the highest average win rate in GPT-4 evaluation while P-MORL has the highest in human evaluation. Nonetheless,P-SOUPS is able to show superior performance in comparison to baseline methods and competitive performance to P-MORL.
Indonesia Berita Terbaru, Indonesia Berita utama
Similar News:Anda juga dapat membaca berita serupa dengan ini yang kami kumpulkan dari sumber berita lain.
Personalized Soups: LLM Alignment Via Parameter Merging - Personalized Human FeedbackThis paper introduces RLPHF, which aligns large language models with personalized human preferences via multi-objective RL and parameter merging.
Baca lebih lajut »
Personalized Soups: LLM Alignment Via Parameter MergingThis paper introduces RLPHF, which aligns large language models with personalized human preferences via multi-objective RL and parameter merging.
Baca lebih lajut »
Personalized Soups: LLM Alignment Via Parameter Merging - Abstract & IntroductionThis paper introduces RLPHF, which aligns large language models with personalized human preferences via multi-objective RL and parameter merging.
Baca lebih lajut »
RSS3 Open-Source AI Architecture – turn any LLM into Web3 AI AgentsCrypto Blog
Baca lebih lajut »
Blinken urges technology alignment with democratic values at South Korean summitU.S. Secretary of State Antony Blinken voiced the importance of ensuring that technologies align with democratic principles at the Summit for Democracy held in South Korea.
Baca lebih lajut »
25 Unhealthiest Canned Soups—Ranked by SodiumYour ultimate source for expert nutrition tips and health advice, covering wellness, healthy recipes, cooking hacks, food news, style trends and shopping.
Baca lebih lajut »