Hello, you have come here looking for the meaning of the word
RLAIF. In DICTIOUS you will not only get to know all the dictionary meanings for the word
RLAIF, but we will also tell you about its etymology, its characteristics and you will know how to say
RLAIF in singular and plural. Everything you need to know about the word
RLAIF you have here. The definition of the word
RLAIF will help you to be more precise and correct when speaking or writing your texts. Knowing the definition of
RLAIF, as well as those of other words, enriches your vocabulary and provides you with more and better linguistic resources.
English
Etymology
Coined by American artificial intelligence company Anthropic in 2022.
Noun
RLAIF (uncountable)
- (machine learning) Initialism of reinforcement learning from AI feedback.
2023, “RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback”, in Arxiv:Reinforcement learning from human feedback (RLHF) has proven effective in aligning large language models (LLMs) with human preferences. However, gathering high-quality human preference labels can be a time-consuming and expensive endeavor. RL from AI Feedback (RLAIF), introduced by Bai et al., offers a promising alternative that leverages a powerful off-the-shelf LLM to generate preferences in lieu of human annotators.
2023 October 6, Tasmia Ansari, “Reinforcement Learning Craves Less Human, More AI”, in Analytics India Magazine:a prime hurdle lies in gathering high-quality human preference labels. This is where reinforcement learning from human feedback with AI feedback (RLAIF) comes into the picture, a novel framework by Google Research to train models with reduced reliance on human intervention.
See also
References
- ^ Yuntao Bai et al. (15 December 2022) “Constitutional AI: Harmlessness from AI Feedback”, in arXiv