How to Finetune Llama 2: A Beginner's Guide

• get-beam

  9 91 7.8 Shell

  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.

• 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.

  

• alpaca-lora

  107 18,312 3.6 Jupyter Notebook

  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.

• finetune-llama2

  1 4 3.2 Python

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

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