guildai VS pytorch-lightning

Compare guildai vs pytorch-lightning and see what are their differences.

guildai

Experiment tracking, ML developer tools (by guildai)

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes. (by Lightning-AI)
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guildai pytorch-lightning
16 8
855 26,611
1.1% 3.0%
8.8 9.9
8 months ago 1 day ago
Python Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

guildai

Posts with mentions or reviews of guildai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-05.

pytorch-lightning

Posts with mentions or reviews of pytorch-lightning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-08.

What are some alternatives?

When comparing guildai and pytorch-lightning you can also consider the following projects:

MLflow - Open source platform for the machine learning lifecycle

lnd - Lightning Network Daemon ⚡️

aim - Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Eclair - A scala implementation of the Lightning Network.

dvc - 🦉 ML Experiments and Data Management with Git

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

mmdetection - OpenMMLab Detection Toolbox and Benchmark

composer - Supercharge Your Model Training

umbrel - A beautiful home server OS for self-hosting with an app store. Buy a pre-built Umbrel Home with umbrelOS, or install on a Raspberry Pi 4, Pi 5, any Ubuntu/Debian system, or a VPS.

labml - 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

Sacred - Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.