EPFL Machine Learning and Optimization Laboratory

university

https://www.epfl.ch/labs/mlo/

AI & ML interests

None defined yet.

published a model 3 months ago

epfml/FineWeb-HQ-Classifiers

Updated Mar 2 • 1

updated a collection 3 months ago

FineWeb-HQ

Collection containing FineWeb-HQ and FineWeb2-HQ quality filtered datasets and classifier model weights. • 4 items • Updated Mar 3

updated a model 3 months ago

epfml/FineWeb-HQ-Classifiers

Updated Mar 2 • 1

authored 3 papers 4 months ago

Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler

Paper • 2508.01483 • Published Aug 2, 2025 • 1

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments

Paper • 2509.14233 • Published Sep 17, 2025 • 20

The Hot Mess of AI: How Does Misalignment Scale With Model Intelligence and Task Complexity?

Paper • 2601.23045 • Published Jan 30

in epfml/FineWeb-HQ 6 months ago

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#2 opened 7 months ago by

updated a collection 8 months ago

FineWeb-HQ

Collection containing FineWeb-HQ and FineWeb2-HQ quality filtered datasets and classifier model weights. • 4 items • Updated Mar 3

authored a paper 8 months ago

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments

Paper • 2509.14233 • Published Sep 17, 2025 • 20

updated a dataset 8 months ago

epfml/FineWeb-HQ

Viewer • Updated Sep 30, 2025 • 2.45B • 94.6k • 9

authored a paper 9 months ago

Benchmarking Optimizers for Large Language Model Pretraining

Paper • 2509.01440 • Published Sep 1, 2025 • 25

published a dataset 9 months ago

epfml/FineWeb-HQ

Viewer • Updated Sep 30, 2025 • 2.45B • 94.6k • 9

authored 2 papers 11 months ago

BaCaDI: Bayesian Causal Discovery with Unknown Interventions

Paper • 2206.01665 • Published Jun 3, 2022 • 2

Inverse Scaling in Test-Time Compute

Paper • 2507.14417 • Published Jul 19, 2025 • 28

authored a paper 11 months ago

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

Paper • 2506.20920 • Published Jun 26, 2025 • 78

authored a paper 12 months ago

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

Paper • 2506.20920 • Published Jun 26, 2025 • 78

authored a paper 12 months ago

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

Paper • 2506.20920 • Published Jun 26, 2025 • 78

updated a dataset over 1 year ago

epfml/FineWeb2-HQ

Viewer • Updated Feb 19, 2025 • 380M • 46.4k • 66