Advanced Biomedical AIWeeksSyllabusReading listPaper sessionsTerm projectRepository ↗

Week 5: Post-training and reasoning: from pretrained model to clinical assistant

Slides 5-1

Code Notebook · Open in Colab

Papers for Thursday

Animation clips

Each clip comes in two versions. The narrated version has an AI-generated voice and captions; turn them on with the CC button. The silent version is the same animation with its on-screen captions only.

From pretrained model to clinical assistant

1 min 40 s

LoRA: fine-tuning with a small fraction of the weights

1 min 45 s

Preference tuning: RLHF and DPO

1 min 56 s

Reasoning models

2 min 31 s

Everything for this week

The Week 5 folder in the repository ↗, with the animation sources, the slides and the session guide.