Apple Silicon trains LLMs 3 to 4 times slower than similarly priced NVIDIA GPUs when memory fits, but can beat NVIDIA when VRAM is exceeded and ZeRO-Offload is required.
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Profiling Apple Silicon Performance for ML Training
Apple Silicon trains LLMs 3 to 4 times slower than similarly priced NVIDIA GPUs when memory fits, but can beat NVIDIA when VRAM is exceeded and ZeRO-Offload is required.