Learning sources on working with local LLMs

This page summarizes the projects mentioned and recommended in the original post on /r/LocalLLaMA

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  • Prompt-Engineering-Guide

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

  • alpaca-lora

    Instruct-tune LLaMA on consumer hardware

    • Read the paper and also: https://github.com/tloen/alpaca-lora

  • InfluxDB

    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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  • jsonformer

    A Bulletproof Way to Generate Structured JSON from Language Models

    • jsonformer is another example of applying constraint to the output to 100% get valid JSON.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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