applied_llm

embeddings

• Compute sentence similarity score using openAI embeddings

• Compare all available embeddings

multimodal

• Using CLIP Embedding to perform unsupervised clustering

transformer

• Script that trains a Chinese to English translator

openAI API Usages

This notebook showcase Python code on how to use openAI API

• Build chatbot using chat complete

• Build agent tool to perform function calls

genAI Basics

model training practices taught by Andrej Karpathy

• Name generator 1. Basic language generative model

• Name generator 2. Using embeddings, from paper MLP - bengio 2003

llm_training

• DCLM (Apple) open sourced repository. Can be used as a tool to process datasets, launch LLM trainings using AWS SageMaker.