lowrank

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Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"

First standardized benchmark for SVD-compressed LLMs up to 70B, with 5TiB+ reproduced open-sourced checkpoints (2,000+ GPU hours).

Implementation of Memory-Efficient Neural Networks with Multi-Level Generation, ICCV 2021

Testbed for Hierarchical LowRank algorithms

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