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llm-fine-tuning-azure

A fine-tuning guide for both OpenAI and Open-Source Large Language Models on Azure.

llmlingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

llmops-gha-demo

llmops-promptflow-template

LLMOps with Prompt Flow is a "LLMOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.

llmops-workshop

Learn how to build solutions with Large Language Models.

machinelearningnotebooks

Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft

manufacturingontologies

A reference solution for leveraging manufacturing ontologies.

mcw-azure-synapse-analytics-and-ai

Microsoft Cloud Workshop Azure Synapse Analytics and AI

mcw-ml-ops

MCW MLOps

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

miyagi

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

mlflow-recipes-examples

Example repo to kickstart integration with mlflow recipes.

mlops-model-factory-accelerator

MLOps Model Factory is an end to end workflow that supports generating multiple models and used for deployment to any target.

mlops-stack

mlopspython

mrhi_image_generation_experiments

Codebase holds sample code for generating MRHI ( https://www.gs1.org/standards/gs1-mobile-ready-hero-images/current-standard) compatible images. It captures steps required to performs activities like inpainting and object removal from images

msaiecosystem

Ecosystem of Microsoft AI Services

msfabricwithazuremlpromptflow

multimodal-rag-code-execution

A multimodal Retrieval Augmented Generation with code execution capabilities. Process multiple complex documents with images, table, charts to distill insights or generate new documents.

neo4j-generative-ai-azure

Demonstration application showing how Neo4j works with Microsoft Azure OpenAI Service

officedocs-skypeforbusiness

Skype for Business and Microsoft Teams documentation

openai

The repository for all Azure OpenAI Samples complementing the OpenAI cookbook.

openai-cookbook

Examples and guides for using the OpenAI API

openai-end-to-end-baseline

overwatch

Capture deep metrics on one or all assets within a Databricks workspace

phi-3cookbook

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks.

phippyandfriends

Simple demonstration, inspired by the Children's Illustrated Guide to Kubernetes, of AKS.

private-openai-with-apim-for-chargeback

Open AI with Private Endpoints behind APIM and functionality to get tokens consumption for each consumer

project-oagents

Experimental AI Agents Framework

promptflow

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.