Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge

Research article (Proceedings of the AAAI Conference on Artificial Intelligence, 2024) · cited 24× · AI/ML
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Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge

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Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge. Retrieved May 24, 2026, from https://4ort.xyz/entity/agile-quant-activation-guided-quantization-for-faster-inference-of-llms-on-the-edge
MLA “Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/agile-quant-activation-guided-quantization-for-faster-inference-of-llms-on-the-edge.
BibTeX @misc{4ortxyz_agile-quant-activation-guided-quantization-for-faster-inference-of-llms-on-the-edge_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge}}, year = {2026}, url = {https://4ort.xyz/entity/agile-quant-activation-guided-quantization-for-faster-inference-of-llms-on-the-edge}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge — https://4ort.xyz/entity/agile-quant-activation-guided-quantization-for-faster-inference-of-llms-on-the-edge (retrieved 2026-05-24)

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