📖 AI-Native Infrastructure: Architecture evolution guide from cloud-native to AI-native

TorchTitan

A PyTorch-native platform for generative model pretraining and distributed optimization.

PyTorch · Since 2023-12-13
Loading score...

Overview

TorchTitan provides a production-ready PyTorch-native solution for LLM pretraining, offering multi-dimensional parallelism and practical training recipes.

Key features

  • FSDP2 and various parallelism strategies.
  • Training recipes and deployment guidance.

Use cases

  • Pretraining large generative models and distributed experiments.

Technical highlights

  • Close integration with PyTorch distributed primitives and tooling.
TorchTitan
Score Breakdown
🖥️ ML Platform