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1. Efficient-LLMs-Survey Efficient-LLMs-Survey Public

   [TMLR 2024] Efficient Large Language Models: A Survey

   1k 86

2. AIoT-Survey AIoT-Survey Public

   [TOSN 2024] Artificial Intelligence of Things: A Survey

   36 1

3. SVD-LLM SVD-LLM Public

   Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"

   Python 95 7

4. arch2vec arch2vec Public

   [NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, Xiao Zeng, Mi Zhang

   Python 49 10

5. FedRolex FedRolex Public

   [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan, and Mi Zhang

   Python 61 15

6. FedAIoT FedAIoT Public

   [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things

   Python 49 10