jordandeklerk / opencodeinterpreter-finetune-sql

Finetuning OpenCodeInterpreter-DS-6.7B for Text-to-SQL Code Generation on a Single A100 GPU

Summary

I am currently pursuing a Master of Science degree in Statistics at the University of Illinois Urbana-Champaign, and will graduate in May 2024. My coursework encompasses a range of subjects within statistics and computer science, including deep learning, computer vision, and Bayesian machine learning. I also hold a Master of Science degree in Economics from the University of Wisconsin-Madison, with a specialization in applied econometrics and causal inference.

Prior to my current studies, I worked for five years as a data scientist in the healthcare industry, focusing on developing transformer models, latent variable models, causal inference models, and time series forecasting models.

Highlights

📖 Pursuing Master's in Statistics @ The University of Illinois Urbana-Champaign.

📖 Completed Master's in Economics @ The University of Wisconsin-Madison.

💻 Currently building open-source projects in graph neural network community detection, computer vision image classification, and automatic speech recognition.

🖥️ Selected Open-Source Projects

Machine Learning
Title Stars Technologies OracleCoder OpenCodeInterpreter-DS-6.7B-Finetune Starcoder2-3B-Finetune Amortized Bayes RotNet Gaussian Image Swin Transformer