// Abstract
Data labelling is a key part to fine tuning opensource LLMs. However, poor labelling practices can hurt your LLM's performance. This lightning talk will cover data labelling best practices from hiring, preparing your data and managing your data labelers.

// Bio
Charles Brecque is the founder and CEO of TextMine. Charles started TextMine in Oxford in 2020 with Amber Akhtar after experiencing data loss and friction when working with legal and financial businesscritical documents. TextMine leverages patented knowledge graph technology and large language models in order to structure the unstructured data in documents. Prior to TextMine, Charles was the first commercial hire at Mind Foundry, a machine learning spinout from the University of Oxford. Charles is a graduate of the École Centrale de Lyon.

A big thank you to our Premium Sponsors, @Databricks and @baseten for their generous support!

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