Llm Pre Training, Llm Architecture, Model Quantization, Scaling Model Training, Llm Domain Adaptation.
and optimizer states across GPUs. FSDP applies sharding strategies specified in ZeRO to distribute these components across GPU nodes. This enables working with models that would otherwise exceed the capacity of a single chip. Memory Optimization with ZeRO: ZeRO offers three optimization stages: