Ben BurtenshawConsiderations on Evaluating LLM Applications: Part 2Building on our understanding from Part 1, where we explored the broader aspects of evaluating Large Language Models (LLMs) within business…Dec 14, 2023Dec 14, 2023
Ben BurtenshawConsiderations on Evaluating LLMs: Part 1Large Language Models (LLMs) are becoming increasingly important in various industries, ranging from customer service automation to content…Dec 4, 2023Dec 4, 2023
Ben BurtenshawPart 3 on AzureML PromptFlow: Incorporating Automatic Prompt Engineering.How to use Azure ML Prompt FLow to incorporate Automatic Promo Engineering (APE) in your Retrieval Augmented Generation (RAG) app.Oct 17, 20231Oct 17, 20231
Ben BurtenshawinFaktion AIPart 2 on Azure ML Prompt Flow: Building Retrieval Augmented Generation LLM applications.Delve into the technical aspects of developing and deploying RAG systems using Azure ML Prompt Flow.Sep 29, 2023Sep 29, 2023
Ben BurtenshawinFaktion AIPart 1 of Prompt Flow in Azure Machine Learning: Industry-grade prompt managementThe prompt management scene now includes Azure, which has added a suite of new features to Azure ML. I have experimented with these…Sep 19, 2023Sep 19, 2023
Ben BurtenshawinArtificial Intelligence in Plain EnglishDirect Preference Optimization (DPO): A Simplified Approach to Fine-tuning Large Language ModelsRecent advancements have introduced simpler and more efficient methods. One such method is Direct Preference Optimization (DPO).Sep 11, 20231Sep 11, 20231
Ben BurtenshawPaper Review: DragGAN for interactive and generative image manipulationGenerative Adversarial Networks (GANs) have been making significant strides in the realm of image synthesis, creating imagery that is often…Aug 3, 2023Aug 3, 2023
Ben BurtenshawPaper Reading: Llama 2 — A skip forward for open source NLP2 robot llamas walking into the sunset of an industrial skylineJul 25, 2023Jul 25, 2023
Ben BurtenshawinFaktion AIModel Imitation in Natural Language Processing: Applications and Industry ImplicationsModel Imitation is a burgeoning concept in the field of Natural Language Processing (NLP). By training a language model to mimic the…Jul 7, 2023Jul 7, 2023
Ben BurtenshawTaming Toxic Language with Prompt Engineering and NVIDIA NeMo GuardrailsLanguage generation has been significantly improved by Large Language Models (LLMs) 📈, which can produce text that closely resembles…May 15, 2023May 15, 2023