Colab Notebooks

This page contains a collection of colab notebooks related to retrieval, supervised fine-tuning, etc.

• Retrieval/Search

  Information Retrieval LLMs RAG

  This notebook demonstrates various dense and sparse search methods for information retrieval.

  Open in Colab

• Pneumonia Prediction

  CNNs ViTs Vision Models

  Training vision architectures (CNNs, ViTs) on a pneumonia prediction task from X-ray images.

  Open in Colab

• Supervised Fine-Tuning (SFT)

  LLMs Fine-Tuning Domain Adaptation

  This notebook provides a demonstration of fine-tuning a GPT-2 model on Shakespeare-like text using SFT.

  Open in Colab

• Distillation

  LLMs Fine-Tuning Synthetic Data

  Distilling synthetically generated data of a 7B model into GPT-2 on an alignment dataset.

  Open in Colab