Tag: Matthew

FrugalGPT and Reducing LLM Operating Costs | by Matthew Gunton | Mar, 2024

There are multiple ways to determine the cost of running a LLM (electricity use, compute cost, etc.), however, if you

Featurizing time series data into a standard tabular format for classical ML models and improving accuracy using AutoML Source: Ahasanara

Implementing a simple neural network framework from scratch Trees — the core of computation. Source: Adrian Infernus on Unsplash. Despite

A few personal lessons learned from developing LLM applications Source DALL·E 3 prompted with “Operationalizing LLMs, watercolor” It’s been fun

The idea is that we split the workflow into two streams to optimize costs and stability, as proposed with the