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Dlab-852-Mini: Hong Kong Cultural AI
Showcasing Dlab-852-Mini, a Phi-3 fine-tune for Hong Kong culture using the CultureKit eval, detailing training, evaluation, and case studies.
I’ll showcase our work at Decisions Lab on Dlab-852-Mini, a specialized fine-tuned version of Microsoft’s Phi-3.5-mini-instruct model designed to accurately replicate and align with Hong Kong’s unique cultural perspectives, attitudes, and behaviors. Drawing from our cultural alignment research, we’ll explore how we created the CultureKit eval, a suite of CLI for assessing cultural biases in LLMs, to train and evaluate the model. I’ll cover the fine-tuning process, benchmark results demonstrating up to 2x better performance in simulating local responses compared to base models, and practical case studies.
Project URL - Website or Github (Optional)
https://github.com/decisionslab/culturekit
Project URL 2 (Optional)
Video Demo URL (Optional)
https://www.youtube.com/watch?v=example-demo (replace with actual if available; otherwise, omit)