The ML Training Team’s core mandate is training models as fast as possible for the company, ensuring models have 100% gpu utilization and can scale linearly from 8 gpus -> 256 gpus. Empowering MLEs by building profiling/debugging tools, setting up efficiency monitoring and integrating the trainer into the experiment management system. Optimize dataloaders / training data formats and distributed training configurations.