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Add multidataset example with deepspeed support #316

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@licj15 licj15 commented Dec 12, 2024

Add multi-dataset training support with DeepSpeed integration

Summary of changes:

  • Added new directory in example/ for multi-dataset DeepSpeed training
  • Implemented core components:
    • train.py: Main training loop implementation
    • base.json: Default configuration settings
    • job-perlmutter.sh: Single-job SLURM script
    • job-perlmutter-batch.sh: Multi-job batch SLURM script
    • launch_helper.py: Python utility for simplified job submission

Testing:
Successfully validated on Perlmutter with scale tests from 32 to 128 nodes.

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