Code Monkey home page Code Monkey logo

dora's Introduction

DoRA

Implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation" (Liu et al, 2024) https://arxiv.org/pdf/2402.09353.pdf

Demo

Install conda: https://docs.conda.io/projects/miniconda/en/latest/index.html

git clone https://github.com/catid/dora.git
cd dora

conda create -n dora python=3.10 -y && conda activate dora

pip install -U -r requirements.txt

python dora.py

Output

(dora) ➜  dora git:(main) python dora.py
Total Parameters: 11
Trainable Parameters: 11
Final Evaluation Loss: 0.13415579497814178
Total Parameters: 65
Trainable Parameters: 54
Continuing training with DoRA layers...
Final (DoRA) Evaluation Loss: 0.06080308556556702

dora's People

Contributors

catid avatar abdouaziz avatar rasbt avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.