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A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
A curated list of modern Generative Artificial Intelligence projects and services
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A list of awesome compiler projects and papers for tensor computation and deep learning.
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
🦜🔗 Build context-aware reasoning applications
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)
Neural Networks: Zero to Hero
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
Secure and fast microVMs for serverless computing.
Papers from the computer science community to read and discuss.
A collection of (mostly) technical things every software developer should know about
Tensorforce: a TensorFlow library for applied reinforcement learning
AWS ParallelCluster is an AWS supported Open Source cluster management tool to deploy and manage HPC clusters in the AWS cloud.
MPI Cluster Automation Solution using Docker, based on Alpine Linux with MPICH (see IEEE paper)
Add GPU support to your Singularity container!
Reference architecture for deploying Nginx on ECS, both as a basic static resource server, and as a reverse proxy in front of a dynamic application server.
Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.
Deploy and manage containers (including Docker) on top of Apache Mesos at scale.