Meghan HeintzinTowards Data ScienceAdvanced Retrieval Techniques in a World of 2M Token Context Windows: Part 2 on Re-rankersExploring RAG techniques to improve retrieval accuracy1d ago1d ago
Meghan HeintzinTowards Data ScienceAdvanced Retrieval Techniques in a World of 2M Token Context Windows Part 1Exploring RAG techniques to improve retrievalJul 15Jul 15
Meghan HeintzHow we evaluate LLMs for SQL generationby Meghan Heintz, AI Tech Lead at DuneJan 23Jan 23
Meghan HeintzGentle Introduction to LoRA (Low Rank Adaptation) for FinetuningSpoilers: Gentle is a relative term.Aug 14, 2023Aug 14, 2023
Meghan HeintzArtisanal Summary of Teaching Large Language Models to Self-DebugUsing an LLM to summarize papers for you is the new hotness but I’ll attempt an old-fashioned human-generated summary of this new (as of…Apr 13, 2023Apr 13, 2023
Meghan HeintzIntro to Langchain LLM Templates and Agents 🦜Langchain, a framework for building applications with LLMs.Mar 31, 20231Mar 31, 20231
Meghan HeintzCreating User-Defined Functions for Blockchain AnalyticsWhy do we need user defined functions for blockchain analytics?Nov 1, 2021Nov 1, 2021
Meghan HeintzinGlossierBayesian versus Frequentist A/B testing for the Anxious Glossier Data ScientistThere are many articles about the differences between Bayesian and Frequentist philosophies, and most data scientists have pretty strong…Jan 7, 2019Jan 7, 2019