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1. Tutorial for Building an LLM Router for High-Quality and Cost-Effective Responses

   This tutorial provides a step-by-step guide on building an LLM router to balance the use of high-quality closed LLMs like GPT-4 and cost-effective open-source LLMs, achieving high response quality while minimizing costs. The approach includes preparing labeled data, finetuning a causal LLM classifier, and offline evaluation using the RouteLLM framework.

   2024-07-04 Tags: llm, router, tutorial, gpt-4, mixtral-8x7b, github by klotz
2. promptrefiner: Using GPT-4 to Create a Perfect System Prompt for Your Local LLM

   This tutorial introduces promptrefiner, a tool created by Amirarsalan Rajabi that uses the GPT-4 model to create perfect system prompts for local LLMs.

   2024-04-09 Tags: gpt-4, promptrefiner, llm, prompt engineering, nlp python, tutorial, foss, github by klotz
3. Lightning-AI's LitGPT Tutorial

   • GitHub repository for a tutorial series called "0 to LitGPT."
   • Provides an overview of how to get started with LitGPT, which is an open-source implementation of GPT-3.
   • Offers various resources such as codes, issues, pull requests, actions, security features, insights, and more related to the LitGPT project.

   2024-03-28 Tags: llm, fine tuning, github, litegpt, tutorial by klotz

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