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David Rose
David Rose

81 followers

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Fine-tuning LLMs: Practical Techniques and Helpful Tips

When 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, 2023
1
Fine-tuning LLMs: Practical Techniques and Helpful Tips
Fine-tuning LLMs: Practical Techniques and Helpful Tips
Sep 27, 2023
1

Graph Neural Networks

By David Rose

Jul 5, 2021
Graph Neural Networks
Graph Neural Networks
Jul 5, 2021

Lessons Migrating a Large Project to TensorFlow 2

Background on the Project

Sep 29, 2020
Lessons Migrating a Large Project to TensorFlow 2
Lessons Migrating a Large Project to TensorFlow 2
Sep 29, 2020

Collecting Bananas with a Deep Q-Network

INTRO

Jan 3, 2019
Collecting Bananas with a Deep Q-Network
Collecting Bananas with a Deep Q-Network
Jan 3, 2019

Time Series Forecasting for Call Center Metrics

Tasked with helping to minimize call answer and issue resolution times within a customer support call center, I used a combination of usual…

Sep 26, 2018
2
Time Series Forecasting for Call Center Metrics
Time Series Forecasting for Call Center Metrics
Sep 26, 2018
2

Autonomous Vehicle Path Planning

With Finite State Machines David Rose

Feb 16, 2018
Autonomous Vehicle Path Planning
Autonomous Vehicle Path Planning
Feb 16, 2018

Vehicle MPC Controller

An MPC, or Model Predictive Control, is a process control designed to automate a sensor/actuator system such industrial power systems…

Dec 19, 2017
Vehicle MPC Controller
Vehicle MPC Controller
Dec 19, 2017

Lane Tracking via Computer Vision

As 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, 2017
Lane Tracking via Computer Vision
Lane Tracking via Computer Vision
Nov 8, 2017

Randomness 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, 2017
Randomness in all its wonderful forms!
Randomness in all its wonderful forms!
Oct 9, 2017
David Rose

David Rose

81 followers

Stochastic Living

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