D. Kyle MillerLLM Customization: Part 2— Few Shot Approach to drive model improvement(This is a continuation of an effort to fine-tune a LLM to a specific task. The first entry discussed how to Generate Synthetic Data using…Jul 10Jul 10
D. Kyle MillerLLM Customization: Part 1 - Using an LLM to generate synthetic training dataObjective: Fine-tuning an LLM to distinguish between addresses that are misspelled verus those that just look similar to one anotherJul 8Jul 8
D. Kyle MillerDo you really need to train your very own Large Language Modlel (LLM) or are PEFT and Vector…NVDIA offers an excellent course: Efficient Large Language Model Customisation the TLDR (Too Long, Didn’t Read) is as follows :Jun 28Jun 28
D. Kyle MillerStop Covid-19 with a Toothbrush, GCP, and a little bit of Machine LearningAt the conclusion of an almost two year journey to build a startup that some of my friends and I thought would provide a societal benefit…Jun 14, 2020Jun 14, 2020
D. Kyle MillerPyTorch Implementation of Autoencoder that Dominates Competing Asset Pricing Models, including…It was shocking for me to learn that deep learning models have been used to identify risk-adjusted returns more effectively than even the…May 20, 20201May 20, 20201
D. Kyle MillerHello World Data Pipeline (Directed Acyclic Graph) using Apache AirflowI started becoming familiar with data pipelines and workflows while experimenting with software like StreamSets and Trifacta. These are…Nov 11, 2019Nov 11, 2019
D. Kyle Miller“Real” Big Data: PySpark to SQL to Pandas using only 9 simple methods()PySpark is a Library used to write Spark apps in PythonNov 9, 2019Nov 9, 2019
D. Kyle MillerinTowards Data ScienceNatural Language Processing: Summarizing the Script of Game of Thrones — Part IIThis story is a follow up to a post I wrote about using Trifacta, data wrangling software, and several libraries, Textacy and SpaCy to…May 29, 2019May 29, 2019
D. Kyle MillerinVoice Tech PodcastUsing Trifacta, Textacy, and SpaCy to complete Natural Langage Processing tasks on the script from…Being one seemingly few people who hadn’t started watching Game of Thrones with the series nearing the season finale, I become curious…May 8, 2019May 8, 2019