TrainVerify verifies distributed LLM training execution plans against logical model definitions using symbolic dataflow graphs, shape reduction, and staged SMT solving, scaling to 671B-parameter models.
https://docs.nvidia.com/cuda/
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TrainVerify: Equivalence-Based Verification for Distributed LLM Training
TrainVerify verifies distributed LLM training execution plans against logical model definitions using symbolic dataflow graphs, shape reduction, and staged SMT solving, scaling to 671B-parameter models.