Announcing 🌇HumanLM, a RL framework that trains LLMs to simulate human users’ responses, along with 🌆Humanual, a comprehensive user simulation benchmark humanlm.stanford.edu/ 🌄 One thing that’s fascinating about our society: human users shape the world and determine the value of almost everything 👨‍💼 Human reactions reflect how justifiable policies are 👩‍🎨 Human preferences determine the popularity of blogs/products/media 👩‍💻 Human feedback evaluates LLMs and makes the best LLM collaborators 🌅If we know how to simulate users **accurately**, we know how things are evaluated and what the future looks like, and we can improve things in a way that like or can collaborate well with. So, meet HumanLM, our effort to enable a more human-centric future by simulating users.

Announcing 🌇HumanLM, a RL framework that trains LLMs to simulate human users’ responses, along with 🌆Humanual, a comprehensive user simulation benchmark humanlm.stanford.edu/ 🌄 One thing that’s fascinating about our society: human users shape the world and determine the value of almost everything 👨‍💼 Human reactions reflect how justifiable policies are 👩‍🎨 Human preferences determine the popularity of blogs/products/media 👩‍💻 Human feedback evaluates LLMs and makes the best LLM collaborators 🌅If we know how to simulate users **accurately**, we know how things are evaluated and what the future looks like, and we can improve things in a way that like or can collaborate well with. So, meet HumanLM, our effort to enable a more human-centric future by simulating users.