Giter VIP home page Giter VIP logo

abmami / fine-tuning-camembert-for-keyword-extraction Goto Github PK

View Code? Open in Web Editor NEW
1.0 1.0 2.0 8.48 MB

Fine-tuning CamemBERT for French keywords extraction on custom dataset.

License: MIT License

Python 38.54% Jupyter Notebook 58.89% Shell 2.56%
camembert fine-tuning french keyword-extraction keywords nlp-keywords-extraction pytorch-lightning sentence-similarity sequence-classification token-classification

fine-tuning-camembert-for-keyword-extraction's Introduction

👋 Hello, I'm Abdessalem Mami

😊 About Me

I'm a Software Engineering Student with a passion for Artificial Intelligence.

🎯 Interests

Probability and Statistics • Software Engineering • Machine Learning • Computer Vision • Natural Language Processing • Visualization • Clean Code • Open Source Software • Knowledge Sharing

🌐 Contacts

Website: abmami.github.io

E-Mail: [email protected]

Social Media:

    Buy Me A Coffee 

💻 Tech Stack

code GITHUB IPYNB python Tensorflow pyTorch fastapi docker

📁 Repositories

fine-tuning-camembert-for-keyword-extraction's People

Contributors

abmami avatar

Stargazers

avatar

Watchers

avatar

Forkers

souhir1 youngwoo3283

fine-tuning-camembert-for-keyword-extraction's Issues

TODO 3

  • Test for inference and app
  • Push quantized models and app
  • Update requirements.txt
  • Update README.md

TODO

  • Update fine-tuning notebook for KE task
  • Add KE task to the pipeline script
  • Add inference for both tasks

TODO 2

  • Add quantization for both approaches
  • Deploy models using FastAPI / Streamlit

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.