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Martin Jaggi's picture
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Martin Jaggi

mjaggi
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https://mlo.epfl.ch/
  • martinjaggi

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Organizations

EPFL Machine Learning and Optimization Laboratory's profile picture EPFL LLM Team's profile picture Swiss AI Initiative's profile picture mlo-data-cleaning's profile picture Open Meditron Initiative's profile picture HuggingFaceFW-Dev's profile picture mlo-data-collab's profile picture mlo-mhq's profile picture

authored 2 papers 4 months ago

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments

Paper • 2509.14233 • Published Sep 17, 2025 • 15

Benchmarking Optimizers for Large Language Model Pretraining

Paper • 2509.01440 • Published Sep 1, 2025 • 24
authored a paper 7 months ago

FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language

Paper • 2506.20920 • Published Jun 26, 2025 • 77
authored 5 papers about 2 years ago

Model Fusion via Optimal Transport

Paper • 1910.05653 • Published Oct 12, 2019 • 1

Evaluating the Search Phase of Neural Architecture Search

Paper • 1902.08142 • Published Feb 21, 2019

Second-order optimization with lazy Hessians

Paper • 2212.00781 • Published Dec 1, 2022

Landmark Attention: Random-Access Infinite Context Length for Transformers

Paper • 2305.16300 • Published May 25, 2023

Faster Causal Attention Over Large Sequences Through Sparse Flash Attention

Paper • 2306.01160 • Published Jun 1, 2023 • 1
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