Model Training Frameworks

6 tools

Hugging Face

Why I use it: The GitHub of ML. Transformers library + Model Hub + Datasets = the complete ML ecosystem.

4.4
Raycast

Why I use it: Distributed ML framework. Ray Train for distributed training, Ray Tune for hyperparameter search.

4.4
TensorFlow

Why I use it: Google's ML framework. Best for production deployment with TF Serving, TF Lite, and TF.js.

4.4
Lightning AI

Why I use it: PyTorch Lightning organizes your training code. Lightning AI cloud handles the infrastructure.

4.4
PyTorch

Why I use it: The default ML framework. Intuitive, Pythonic, and backed by the largest research community.

4.4
GitHub Copilot

Why I use it: Google's high-performance ML framework. Fastest on TPUs with elegant functional transformations.

4.5