Fine-tuning Mistral-7B with QLoRA & DeepChem for Clinical Toxicity Prediction (0.99 ROC-AUC).
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Feb 22, 2026 - Jupyter Notebook
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scaffold-split
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Optimizing Mistral-7B for BACE-1 inhibitor prediction using Low-Rank Adaptation (r=8) to capture peak generalization on scaffold-split molecular data. Achieved 0.8034 ROC-AUC. Built for DeepChem GSoC '26.
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Feb 23, 2026 - Python
Molecular property prediction on BBBP using Mistral-7B. Features Nitrogen valence sanitization and property-aware prompting (MW/TPSA). Achieved 0.75+ ROC-AUC on scaffold splits for DeepChem GSoC '26.
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Feb 16, 2026 - Python
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