Project 1

VQA for Bioavailable Iron using Small VLMs

Can small VLMs predict bioavailable iron?

Full Paper: https://doi.org/10.31224/6975

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Project 2

Improving NLI Robustness via Targeted Fine-Tuning

Breaking and fixing the SNLI benchmark.

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Project 3

Fine-Tuning TinyLlama for Medical QA

LoRA + CoT rejection sampling to answer layperson medical questions.

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Project 4

LLM Tutorial for AI in Healthcare

Includes Zero-Shot/Few-Shot Learning, Chain of Thought, Tree of Thought, and generating embeddings for binary classification.

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Project 5

EDA & Predictive Modeling Tutorial for AI in Healthcare.

Includes data preprocessing and feature engineering.

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