Large Language Model Performance in Time Series Analysis

How do major LLMs stack up at detecting anomalies or movements in the data when given a large set of time series data within the context window?

While LLMs clearly excel in natural language processing tasks, their ability to analyze patterns in non-textual data, such as time series data, remains less explored. As more teams rush to deploy LLM-powered solutions without thoroughly testing their capabilities in basic pattern analysis, the task of evaluating …

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