home/categories/framework-internals/orchestra-research-ai-research-skills-08-distributed-training-pytorch-fsdp2-skill-md
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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.
maintainer
Orchestra-Research
Обновлено 1/30/2026
Звёзды
6563
Форки
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.
Установка
$ install --globalskills.sh
Использование
После установки вы можете использовать этот skill, выполнив следующую команду в терминале:
skills use pytorch-fsdp2