Develop an end-to-end hypothetical reference model, network architectures, precision time tools, performance objectives and the methods to distribute, operate, monitor time synchronization within d…

📺 Discover the latest machine learning / AI courses on YouTube.

Pen and paper exercises in machine learning

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Learn how to design, develop, deploy and iterate on production-grade ML applications.

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

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

🔥 Machine Learning Notebooks

[Book-2021] Practical MLOps O'Reilly Book

Foundation Architecture for (M)LLMs

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Sample Teams OpenAI bot

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

📖 A curated list of resources dedicated to Natural Language Processing (NLP)

All Algorithms implemented in Python

A topic-centric list of HQ open datasets.

Examples and guides for using the OpenAI API

A library for helping developers craft prompts for Large Language Models

OpenAI Codex demo using Minecraft GameTest API

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

State-of-the-Art Text Embeddings

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and l…

Sample application that combines Azure Cosmos DB with Azure OpenAI ChatGPT service

Integrate cutting-edge LLM technology quickly and easily into your apps

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"