Skip to content
@epfml

EPFL Machine Learning and Optimization Laboratory

Popular repositories Loading

  1. ML_course ML_course Public

    EPFL Machine Learning Course, Fall 2025

    Jupyter Notebook 2k 1k

  2. OptML_course OptML_course Public

    EPFL Course - Optimization for Machine Learning - CS-439

    Jupyter Notebook 1.4k 335

  3. sent2vec sent2vec Public

    General purpose unsupervised sentence representations

    C++ 1.2k 261

  4. attention-cnn attention-cnn Public

    Source code for "On the Relationship between Self-Attention and Convolutional Layers"

    Python 1.1k 128

  5. landmark-attention landmark-attention Public

    Landmark Attention: Random-Access Infinite Context Length for Transformers

    Python 426 36

  6. disco disco Public

    DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning models without sharing any private data.

    TypeScript 169 30

Repositories

Showing 10 of 62 repositories
  • disco Public

    DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning models without sharing any private data.

    epfml/disco’s past year of commit activity
    TypeScript 169 Apache-2.0 30 59 10 Updated Nov 13, 2025
  • ML_course Public

    EPFL Machine Learning Course, Fall 2025

    epfml/ML_course’s past year of commit activity
    Jupyter Notebook 1,972 1,014 4 2 Updated Nov 12, 2025
  • grad-norm-smooth Public

    Official implementation of "Gradient-Normalized Smoothness for Optimization with Approximate Hessians"

    epfml/grad-norm-smooth’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Nov 9, 2025
  • llm-optimizer-benchmark Public

    Benchmarking Optimizers for LLM Pretraining

    epfml/llm-optimizer-benchmark’s past year of commit activity
    Python 40 Apache-2.0 1 0 0 Updated Nov 9, 2025
  • llm-baselines Public

    nanoGPT-like codebase for LLM training

    epfml/llm-baselines’s past year of commit activity
    Python 109 MIT 36 3 3 Updated Nov 7, 2025
  • CoMiGS Public
    epfml/CoMiGS’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Sep 24, 2025
  • TiMoE Public

    A time aware language modeling framework

    epfml/TiMoE’s past year of commit activity
    Python 1 0 0 0 Updated Aug 31, 2025
  • epfml/getting-started’s past year of commit activity
    Python 25 16 3 5 Updated Jul 18, 2025
  • OptML_course Public

    EPFL Course - Optimization for Machine Learning - CS-439

    epfml/OptML_course’s past year of commit activity
    Jupyter Notebook 1,357 335 5 1 Updated Jul 8, 2025
  • fineweb2-hq Public

    Code for the paper "Enhancing Multilingual LLM Pretraining with Model-Based Data Selection"

    epfml/fineweb2-hq’s past year of commit activity
    Python 3 Apache-2.0 2 0 0 Updated May 16, 2025

Top languages

Loading…

Most used topics

Loading…