Emergent abilities of large language models

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  • BIG-bench

    Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

  • in fact their example of https://github.com/google/BIG-bench/tree/main/bigbench/bench... showed 0 emergent behavior in understating modified arithmetic even in large LLMs. the accuracy (and lack of it) in unmodified arithmetic is a simple token replacement heuristic that comes naturally from the transformer model of "attention".

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    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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