AnastasiaProkaieva

mlflow-rpc-examples

mlflow-rpc

Deploy FastAPI applications on Databricks Model Serving

makeMoE

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

data-contract-template

Template for a data contract used in a data mesh.

llmtime

chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

dbdemos-notebooks

Dbdemos notebook source as packaged in dbdemos toolkit

dbtunnel

Proxy solution to run elegant Web UIs or interact with LLMs natively inside databricks notebooks.

apj-workshops-2024

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

llamaindex-on-databricks

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

SparkSMOTE

The Synthetic Minority Oversampling Technique (SMOTE) implemented in Spark.

review-summarisation

Automated Analysis of Product Reviews Using Large Language Models

sd-scripts

This is a A.I Dev Page for English Translations of the original documents by kohya-ss

feature-factory

Accelerator to rapidly deploy customized features for your business

optimising_hf_models

DeepSpeed-MII

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

db_ray_serve_setup

Deploying and using Ray Serve on Databricks

doc-qa

llama_index

LlamaIndex is a data framework for your LLM applications

dspy

DSPy: The framework for programming—not prompting—foundation models

DAIS_Forecasting_using_udf_ray

whispercpp.py

Python bindings for whisper.cpp

delta-live-tables-notebooks

dais-cow-bff

Code for the "Path to Production" DAIS 2024 and 2023 talks

mmf_dbx_scaling

Many Model Forecasting at Scale with a Real Time Serving on Databricks

dss_session_scaling_llm_dl

databricks-sdk-py

Databricks SDK for Python (Beta)

ANZ_LLM_Bootcamp