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@epfml

EPFL Machine Learning and Optimization Laboratory

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  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 1.5k 347

  3. sent2vec sent2vec Public

    General purpose unsupervised sentence representations

    C++ 1.2k 257

  4. attention-cnn attention-cnn Public

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

    Python 1.1k 129

  5. landmark-attention landmark-attention Public

    Landmark Attention: Random-Access Infinite Context Length for Transformers

    Python 428 38

  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 187 32

Repositories

Showing 10 of 64 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 187 Apache-2.0 32 65 4 Updated Aug 14, 2026
  • halluhard Public

    A Hard Multi-Turn Hallucination Benchmark

    epfml/halluhard's past year of commit activity
    Python 34 7 0 0 Updated Aug 2, 2026
  • OptML_course Public

    EPFL Course - Optimization for Machine Learning - CS-439

    epfml/OptML_course's past year of commit activity
    Jupyter Notebook 1,466 347 5 2 Updated Jul 14, 2026
  • looped-moe Public

    code for "Tying the Loop - Tied Expert Layers in Mixture-of-Experts Language Models"

    epfml/looped-moe's past year of commit activity
    Python 11 Apache-2.0 1 0 0 Updated Jun 16, 2026
  • llm-optimizer-benchmark Public

    Benchmarking Optimizers for LLM Pretraining

    epfml/llm-optimizer-benchmark's past year of commit activity
    Python 60 Apache-2.0 8 1 1 Updated May 3, 2026
  • grad-norm-smooth Public

    Official implementation of "Gradient-Normalized Smoothness for Optimization with Approximate Hessians". ICLR 2026

    epfml/grad-norm-smooth's past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Mar 23, 2026
  • epfml/getting-started's past year of commit activity
    Python 34 16 1 2 Updated Mar 18, 2026
  • ML_course Public

    EPFL Machine Learning Course, Fall 2025

    epfml/ML_course's past year of commit activity
    Jupyter Notebook 2,014 1,014 4 1 Updated Dec 15, 2025
  • llm-baselines Public

    nanoGPT-like codebase for LLM training

    epfml/llm-baselines's past year of commit activity
    Python 118 MIT 41 3 3 Updated Nov 7, 2025
  • CoMiGS Public
    epfml/CoMiGS's past year of commit activity
    Python 2 Apache-2.0 1 0 0 Updated Sep 24, 2025

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