DeadPool achieves zero-overhead checkpointing during error-free LLM training and hot-swapping recovery in under 40 seconds by replacing failed nodes without terminating the job.
Universal checkpointing: a flexible and efficient dis- tributed checkpointing system for large-scale dnn training with recon- figurable parallelism,
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DeadPool: Resilient LLM Training with Hot-Swapping via Zero-Overhead Checkpoint
DeadPool achieves zero-overhead checkpointing during error-free LLM training and hot-swapping recovery in under 40 seconds by replacing failed nodes without terminating the job.