Microsoft/promptbase: All things prompt engineering

• promptbase

  3 5,065 8.1 Python

  All things prompt engineering

  

• Prompt-Engineering-Guide

  83 44,105 9.7 MDX

  🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

  

I found this resource [0] handy for getting a grasp on all the different terms people use (zero/one-shot, tree of thoughts, RAG, etc). It's not super detailed, but was enough for me (a professional developer) to get started on some side projects with Mistral.

[0] https://www.promptingguide.ai/

• InfluxDB

  www.influxdata.com featured

  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.

  

• BIG-bench

  45 2,660 0.0 Python

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

  

It is also fairly hard to quantify (I was thinking about some naive approaches to do that during our work on BIG-Bench [1] but I couldn't think of something robust enough), so I don't think we will even be able to say we are past this peak until much later.

[1] https://github.com/google/BIG-bench/issues/801

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