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…Sep 27, 20231Sep 27, 20231
David RoseLessons Migrating a Large Project to TensorFlow 2Background on the ProjectSep 29, 2020Sep 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…Sep 26, 20181Sep 26, 20181
David RoseAutonomous Vehicle Path PlanningWith Finite State Machines David RoseFeb 16, 2018Feb 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…Dec 19, 2017Dec 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…Nov 8, 2017Nov 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…Oct 9, 2017Oct 9, 2017
