FIELD NOTES TOPIC

post-training quantization

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  1. The Illusion of Equivalency: Statistical Characterization of Quantization Effects in LLMs

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    This research paper introduces a new evaluation metric called 'correctness agreement' for large language models that undergo post-training quantization, a method used to deploy these models in resource-constrained…