Building and Curating Datasets for RLHF and LLM Fine-tuning // Daniel Vila Suero // LLMs in Prod Con

This portion is sponsored by Argilla.
Website: https://argilla.io/
Build robust NLP products with human and machine feedback. Argilla empowers data teams from data labeling to model monitoring.

//Abstract
This workshop focuses on the crucial task of constructing and managing datasets specifically designed for reinforcement learning from human feedback (RLHF) and large language model (LLM) fine-tuning. Let's explore the utilization of Argilla, an open-source data platform that facilitates the integration of human and machine feedback. Participants will learn effective strategies for …

abstract build building daniel data data labeling datasets data teams feedback fine-tuning human human and machine labeling llm llms machine monitoring nlp prod products reinforcement rlhf sponsored workshop