Llm Pre Training, Llm Architecture, Model Quantization, Scaling Model Training, Llm Domain Adaptation.
precision (16-bit). DDP encounters out-of-memory errors beyond a certain model size, while FSDP seamlessly scales to handle larger models. However, as the number of GPUs and the model size increase, communication volume between chips can impact performance. Source :