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soniatyburczy/README.md

Hi, I'm Sonia!

I'm a mathematics undergraduate at Baruch College (CUNY) interested in NLP and the evaluation of language models. My work focuses on understanding model behavior and the limits of how we measure it: where standard metrics succeed, where they fail, and what more rigorous evaluation might look like.

Selected work

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Popular repositories Loading

  1. llama2-qlora-sft-coverletter-project llama2-qlora-sft-coverletter-project Public

    Implementation of a task-specific QLoRA supervised fine-tuning pipeline for LLaMA-2-7B-Chat, developed for an independent study on structured cover letter generation.

    Python 1

  2. absenteeism-structural-predictors absenteeism-structural-predictors Public

    Supervised regression models predicting chronic absenteeism rates in NYC public schools using structural demographic and socioeconomic predictors (2013–2018).

    R 1

  3. soniatyburczy soniatyburczy Public