agi-pack

A Dockerfile builder for Machine Learning developers (by spillai)

Agi-pack Alternatives

Similar projects and alternatives to agi-pack

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better agi-pack alternative or higher similarity.

agi-pack reviews and mentions

Posts with mentions or reviews of agi-pack. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-12.
  • AGI-pack: Dockerfile generator for ML developers
    2 projects | news.ycombinator.com | 12 Oct 2023
    Here’s a fun project I hacked together this weekend.

    https://github.com/spillai/agi-pack

    TL;DR `agi-pack` is a Dockerfile generator for machine learning (ML) developers that is simple, hackable and extensible. Inspired by Replicate's cog, Baseten's truss, skaffold, and docker-compose services, I wanted a simple and standalone tool that could generate docker images given a simple YAML specification (i.e. python version, system packages, conda/pip dependencies, GPU libraries etc), without any added cruft/dependencies of vendors and services.

    To get started, just run `pip install agi-pack` in your virtual env.

    Check out the quickstart (https://github.com/spillai/agi-pack#quickstart-) section to see what `agi-pack` can do. If you’re interested in building multiple docker targets, the advanced section (https://github.com/spillai/agi-pack#more-complex-example-) might pique your interest.

    Why the name? `agi-pack` is very much tongue-in-cheek -- we are soon going to be living in a world full of quasi-AGI agents orchestrated via ML containers. At the very least, `agi-pack` hopes to provide the building blocks for us to build a more modular, re-usable, and distribution-friendly container format for "AGI". ;)

    Fun fact: More than 75% of the original implementation was generated by conversations with GPT-4 + Github Co-pilot.

    Let me know what you think. Feel free to reach out / DM if you’d like to build on this work, happy to chat and hear about your use-case. DMs open on Twitter (https://twitter.com/sudeeppillai).

  • Ask HN: Show me your half baked project
    163 projects | news.ycombinator.com | 12 Oct 2023
    Here’s a fun project I hacked together last weekend — https://github.com/spillai/agi-pack

      TL;DR agi-pack is a Dockerfile generator for machine learning (ML) developers that is simple, hackable and extensible.

Stats

Basic agi-pack repo stats
3
15
8.1
3 months ago

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