How to Finetune Llama 2: A Beginner's Guide

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  • get-beam

    Run GPU inference and training jobs on serverless infrastructure that scales with you.

    In this blog post, I want to make it as simple as possible to fine-tune the LLaMA 2 - 7B model, using as little code as possible. We will be using the Alpaca Lora Training script, which automates the process of fine-tuning the model and for GPU we will be using Beam.

  • alpaca-lora

    Instruct-tune LLaMA on consumer hardware

    In this blog post, I want to make it as simple as possible to fine-tune the LLaMA 2 - 7B model, using as little code as possible. We will be using the Alpaca Lora Training script, which automates the process of fine-tuning the model and for GPU we will be using Beam.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • finetune-llama2

    To make it simple, I have made a Github Repo, which you can clone to start with.

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