Example models using DeepSpeed

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

A high-throughput and memory-efficient inference and serving engine for LLMs

🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of Optimum's hardware optimizations & quantization schemes.

This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/python/azure/ or our ve…

Examples and recipes around federated learning in Azure ML.

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Crest machine learning based automated accessibility tests

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

A Review of Deep Learning Methods on ECG Data

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

This repository presents users with crowd-sourced testers and their testing services via our platform.

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

A sentence segmenter that actually works!

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

Creating custom object detection datasets in the formats of COCO and KITTI

The 3rd edition of course.fast.ai

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course