GA High School Sports Data Science

Data journalist exploring AI applications in local sports coverage. Currently building fine-tuned language models for Georgia high school athletics using open-source tools and publicly available sports journalism.

This is a research space.

Current Projects

• 🏈 georgia-sports-llama3-dpo — Llama 3.1 8B fine-tuned with DPO on GHSA sports content
• 📊 georgia-high-school-sports — 4,078 preference pairs for DPO training

About This Work

All models are trained on publicly available content from GPB Sports. Preference data was generated locally on Apple Silicon using Ollama with Llama 3.1 8B and Mistral 7B. Fine-tuning was done with QLoRA on Google Colab.