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most citedBreaking the HBM Bit Cost Barrier: Domain-Specific ECC for AI Inference Infrastructure

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cs.LG2024

SmartQuant: CXL-based AI Model Store in Support of Runtime Configurable Weight Quantization

Rui Xie, Asad Ul Haq, Linsen Ma +5

Recent studies have revealed that, during the inference on generative AI models such as transformer, the importance of different weights exhibits substantial context-dependent vari…