tensorchord/envd
envd simplifies the creation of reproducible, container-based development environments for AI/ML projects, streamlining setup and ensuring consistency.
Core Features
Quick Start
envd upDetailed Introduction
envd is a command-line tool designed to address the complexities of setting up AI/ML development environments, which often involve intricate dependencies like Python, CUDA, and various scripts. It allows users to define their environment with a simple Python-like `build.envd` file and launch it with a single command. By leveraging containerization and technologies like Buildkit, envd ensures reproducible, isolated, and OCI-compatible environments that can be deployed locally or on Kubernetes clusters, significantly accelerating development workflows through efficient caching and remote build capabilities.