Jaipats

unsloth

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

genai-cookbook

dbrx-simple-llm-demo

A simple demo of LLM chatbot running on Databricks with and without RAG

agent-studio

A Databricks framework for quick Agent solutions

professional-programming

A collection of learning resources for curious software engineers

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

SAM

Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754

deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

litellm

LLM Proxy to call 100+ LLM APIs using the OpenAI format - Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

t5x

databricks-sync

An experimental tool to synchronize source Databricks deployment with a target Databricks deployment.

databricks-ml-examples

dlt-meta

This is metadata driven DLT based framework for bronze/silver pipelines

terraform-provider-databricks

Databricks Terraform Provider

terraform-databricks-examples

Examples of using Terraform to deploy Databricks resources

lakehouse-tacklebox

This repo is a collection of tools to deploy, manage and operate a Databricks based Lakehouse.

cobrix

A COBOL parser and Mainframe/EBCDIC data source for Apache Spark

delta-sharing

An open protocol for secure data sharing

delta

An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

StormFront

A UI to run sqlstorm benchmarking library in a notebook

delta-live-tables-notebooks

migrate

Old scripts for one-off ST-to-E2 migrations. Use "terraform exporter" linked in the readme.

bryckster

A simple Python CLI tool to convert notebooks from Jupyter to Databricks Notebooks format.

insurance_fraud

Data source from https://databricks-prod-cloudfront.cloud.databricks.com/public/4027ec902e239c93eaaa8714f173bcfc/4954928053318020/1058911316420443/167703932442645/latest.html

cs-video-courses

List of Computer Science courses with video lectures.

data-ai-virtual-tour

Data & AI Virtual Tour Repo

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all