David RoseFine-tuning LLMs: Practical Techniques and Helpful TipsWhen designing and training an LLM for the task of text generation, there are two general paradigms to focus on. Pre-training, which is…19 min read·Sep 27, 2023--1--1
David RoseLessons Migrating a Large Project to TensorFlow 2Background on the Project5 min read·Sep 29, 2020----
David RoseTime Series Forecasting for Call Center MetricsTasked with helping to minimize call answer and issue resolution times within a customer support call center, I used a combination of usual…6 min read·Sep 26, 2018--1--1
David RoseAutonomous Vehicle Path PlanningWith Finite State Machines David Rose5 min read·Feb 16, 2018----
David RoseVehicle MPC ControllerAn MPC, or Model Predictive Control, is a process control designed to automate a sensor/actuator system such industrial power systems…5 min read·Dec 19, 2017----
David RoseLane Tracking via Computer VisionAs part of the first term of my Udacity Self-Driving Car program many topics relating to computer vision and how they integrate into…3 min read·Nov 8, 2017----
David RoseRandomness in all its wonderful forms!Over the years I have fallen in love with the ideas of prediction, models, and the tailwind of computer analytics that subsequently brought…5 min read·Oct 9, 2017----