TranslatedOpen-source manuscript of 《深入理解 AI Infra:量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments
- accelerator
- ai-infra
- ai-infrastructure
- book
troposphere - Python library to create AWS CloudFormation descriptions
- aws-cloudformation
- cloudformation
- python
- python3
Official s3cmd repo -- Command line tool for managing S3 compatible storage services (including Amazon S3 and CloudFront).
Utils for streaming large files (S3, HDFS, gzip, bz2...)
CloudFormation Linter
λ Gordon is a tool to create, wire and deploy AWS Lambdas using CloudFormation
Build better AWS infrastructure
GitHub actions for Terraform and OpenTofu
A Flask extension to access, upload, download, save and delete files on cloud storage providers such as: AWS S3, Google Storage, Microsoft Azure, Rackspace Cloudfiles, and even Local file system
Helps manage AWS CloudFormation stacks
Goblet is an easy-to-use framework that enables developers to quickly spin up fully featured REST APIs with python on GCP
a multiple providers ddns script without dependencies