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ENTITY few-shot examples

few-shot examples

PulseAugur coverage of few-shot examples — every cluster mentioning few-shot examples across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_188642 ·

    Prompt Caching Slashes LLM Costs by Reusing KV Tensors

    Prompt caching is an optimization technique that can significantly reduce the cost of using large language models by reusing previously computed key/value tensors. This method is effective when subsequent requests share…

  2. TOOL · CL_85565 ·

    Few-shot examples can hurt LLM prompt performance

    Adding more few-shot examples to an LLM prompt does not always improve performance, and can sometimes degrade it. In one experiment, a prompt with six examples performed worse than one with four, with the two additional…