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@mlabonne
mlabonne / finetune_llama2.py
Last active October 18, 2024 15:49
Easy Llama 2 fine-tuning script (📝 Article: https://tinyurl.com/finetunellama2)
# Based on younesbelkada/finetune_llama_v2.py
# Install the following libraries:
# pip install accelerate==0.21.0 peft==0.4.0 bitsandbytes==0.40.2 transformers==4.31.0 trl==0.4.7 scipy
from dataclasses import dataclass, field
from typing import Optional
import torch
from datasets import load_dataset
from transformers import (
@kauffmanes
kauffmanes / install_anaconda.md
Last active December 16, 2024 23:08
Install Anaconda on Windows Subsystem for Linux (WSL)

Thanks everyone for commenting/contributing! I made this in college for a class and I no longer really use the technology. I encourage you all to help each other, but I probably won't be answering questions anymore.

This article is also on my blog: https://emilykauffman.com/blog/install-anaconda-on-wsl

Note: $ denotes the start of a command. Don't actually type this.

Steps to Install Anaconda on Windows Ubuntu Terminal

  1. Install WSL (Ubuntu for Windows - can be found in Windows Store). I recommend the latest version (I'm using 18.04) because there are some bugs they worked out during 14/16 (microsoft/WSL#785)
  2. Go to https://repo.continuum.io/archive to find the list of Anaconda releases
  3. Select the release you want. I have a 64-bit computer, so I chose the latest release ending in x86_64.sh. If I had a 32-bit computer, I'd select the x86.sh version. If you accidentally try to install the wrong one, you'll get a warning in the terminal. I chose `Anaconda3-5.2.0-Li