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Search FSDP , found 4 results

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TorchTitan LLM Pretraining

distributed-llm-pretraining-torchtitan

Orchestra-Research/AI-Research-SKILLs

TorchTitan delivers PyTorch-native distributed LLM pretraining with composable 4D parallelism (FSDP2, TP, PP, CP), Float8, torch.compile, and checkpointing so you can scale Llama 3.1, DeepSeek V3, or custom models across 8 to 512+ GPUs.

Accelerate Distributed Training

huggingface-accelerate

Orchestra-Research/AI-Research-SKILLs

Accelerate wraps PyTorch scripts with a four-line integration so you can launch DDP, DeepSpeed, FSDP, Megatron, or mixed-precision training on any hardware via a single command, handling device placement, sharding, and automatic config generation.

PyTorch FSDP2 Training

Orchestra-Research/AI-Research-SKILLs

Adds PyTorch FSDP2 setup to training scripts so you can initialize torchrun, bottom-up shard modules, configure mixed precision/offload, and checkpoint via DCP when models outgrow a single GPU.

Lightning Training Suite

pytorch-lightning

Orchestra-Research/AI-Research-SKILLs

High-level PyTorch Lightning streamlines training loops with automatic distributed support (DDP/FSDP/DeepSpeed), callbacks, checkpointing, logging, and device management so you can scale from a laptop to multi-node clusters without boilerplate.

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