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title: README
emoji: 🏢
colorFrom: green
colorTo: blue
sdk: static
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license: mit
---

# 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](https://huggingface.co/kslote/georgia-sports-llama3-dpo) — Llama 3.1 8B fine-tuned with DPO on GHSA sports content
- 📊 [georgia-high-school-sports](https://huggingface.co/datasets/kslote/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](https://www.gpb.org/sports). Preference data was generated locally on Apple Silicon using [Ollama](https://ollama.com/) with Llama 3.1 8B and Mistral 7B. Fine-tuning was done with QLoRA on Google Colab.