ShardTensor ShardTensor: Unlocking Extreme-Resolution Data for Scientific Machine Learning Explore ShardTensor, a novel domain parallelism framework enabling high-fidelity AI training and inference on extreme-resolution scientific data, overcoming GPU memory limitations for critical applications.