Show HN: Reproducible Development Environment for LLM

2 points

3 years ago

Hey HN! We’re Allen and Ce. We’re building github.com/tensorchord/envd: a command-line tool that helps you create the container-based development environment for AI/ML.

Creating development environments is not easy, especially with today's complex systems and dependencies. With everything from Python to CUDA, BASH scripts, and Dockerfiles constantly breaking, it can feel like a nightmare - until now!

With envd, you can:

• Quickly spin up container-based environments for your projects with a single command.

• Reproduce environments exactly as you need - from setting up Python, CUDA, Tensorflow, etc. to installing project-specific dependencies.

• Share environments easily with teammates.

We built envd to solve our own struggles with managing AI/ML development environments. The tool handles all the gritty details of installing dependencies and configuring environments, so you can focus on the actual work of developing your models.

Quick start:

    pip install envd
    envd up

We’re excited to share envd with the HN community. We’d love to hear your feedback and answer any questions you have!