skills.homes logoskills.homescapability registry
home/categories/framework-internals/orchestra-research-ai-research-skills-08-distributed-training-pytorch-fsdp2-skill-md
cd ..
framework-internalsdevelopment

pytorch-fsdp2

Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload config, and distributed checkpointing. Use when models exceed single-GPU memory or when you need DTensor-based sharding with DeviceMesh.

Ver código-fonteframework-internals
Orchestra-Research
maintainer
Orchestra-Research
Atualizado 1/30/2026
Estrelas
6563
Forks
515
quick start

Installation and usage

Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload config, and distributed checkpointing. Use when models exceed single-GPU memory or when you need DTensor-based sharding with DeviceMesh.

Instalação
$ install --globalskills.sh
Uso

Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:

skills use pytorch-fsdp2