Skip to content
#

nbme

Star

Here are 2 public repositories matching this topic...

Language: All
Filter by language
All 2 Jupyter Notebook 1 TypeScript 1

NatBrian / nbme-qlora-ensemble

Star 0

Generative SLM Ensemble for NBME Clinical Span Extraction (0.732 F1). Novel 3-phase pipeline: (1) RAG-guided Qwen3-8B pseudo-labeling, (2) Sequential QLoRA fine-tuning of 4 diverse SLMs, (3) FSM-constrained inference + char-level voting. Outperforms baselines by +0.222 F1. Includes adapters, vLLM optimization for 2xT4, and full ablation code.

jupyter-notebook kaggle kaggle-competition lora faiss rag llm peft-fine-tuning-llm nbme
  • Updated May 16, 2026
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the nbme topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the nbme topic, visit your repo's landing page and select "manage topics."

Learn more