Artificial Intelligence

    

Introducing Proteus: a Mega Prompt with Personality, Skills and Dynamic Logic Based Internal Prompt Manipulation

Authors: Shaun Stoltz

There have been significant improvements in directing large language models (LLM) to answer logic-based question such as mathematical reasoning tasks. This has resulted in near perfect performance on these types of problems with accuracy levels in the mid ninety percentile level using state of the art models (GPT-4). The achievement of this level of accuracy has previously needed a multi-prompt approach to elicit better performances from LLM’s. This paper introduces a new prompt paradigm termed "Mega prompt" and further introduces Proteus, a state of the art mega prompt, that has been used to achieve a new level of accuracy on the GSM8K math data set of 97%.

Comments: 10 Pages.

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Submission history

[v1] 2023-06-12 02:41:42
[v2] 2023-10-10 01:20:34

Unique-IP document downloads: 1483 times

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