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Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity.

, , , , , , , , and . Proc. VLDB Endow., 17 (2): 211-224 (2023)

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ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks., , , , , , , , , and 2 other author(s). CoRR, (2023)Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity., , , , , , , , and . Proc. VLDB Endow., 17 (2): 211-224 (2023)Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity., , , , , , , , and . CoRR, (2023)FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design., , , , , , , , , and 3 other author(s). CoRR, (2024)Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving., , , , , and . MICRO, page 885-897. ACM, (2021)Enabling Fast and Memory-Efficient Acceleration for Pattern Matching Workloads: The Lightweight Automata Processing Engine., , , , , and . IEEE Trans. Computers, 72 (4): 1011-1025 (April 2023)HyperKRP: A Kernel Runtime Security Architecture with A Tiny Hypervisor on Commodity Hardware., , , , and . GLOBECOM, page 1-6. IEEE, (2021)A Secure and Efficient USB-based In-band Communication Interface between Host and BMC., , , , and . ISPA/BDCloud/SocialCom/SustainCom, page 228-237. IEEE, (2022)LAP: A Lightweight Automata Processor for Pattern Matching Tasks., , , , and . DATE, page 844-849. IEEE, (2021)Evaluation and Optimization on Virtualization Performance Cost under Semantic Gap., , , and . CSCWD, page 329-334. IEEE, (2022)