EPFL Machine Learning and Optimization Laboratory

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haeggee 

authored 3 papers 7 days 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 • 16

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

Paper • 2601.23045 • Published 10 days ago

vsabolcec 

in epfml/FineWeb-HQ about 2 months ago

Error when loading LFS files

4

#2 opened 3 months ago by

oligou

vsabolcec 

updated a collection 4 months ago

FineWeb-HQ datasets

Collection

Collection containing FineWeb-HQ and FineWeb2-HQ quality filtered datasets. • 3 items • Updated Oct 8, 2025

mjaggi 

authored a paper 4 months ago

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments

Paper • 2509.14233 • Published Sep 17, 2025 • 16

NXz64Fdf8Y 

updated a dataset 4 months ago

epfml/FineWeb-HQ

Viewer • Updated Sep 30, 2025 • 2.45B • 13k • 4

Andron00e 

authored a paper 5 months ago

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments

Paper • 2509.14233 • Published Sep 17, 2025 • 16

mjaggi 

authored a paper 5 months ago

Benchmarking Optimizers for Large Language Model Pretraining

Paper • 2509.01440 • Published Sep 1, 2025 • 25

MatPag 

authored a paper 5 months ago

Benchmarking Optimizers for Large Language Model Pretraining

Paper • 2509.01440 • Published Sep 1, 2025 • 25

Andron00e 

authored 2 papers 5 months ago

Gradient Clipping Improves AdaGrad when the Noise Is Heavy-Tailed

Paper • 2406.04443 • Published Jun 6, 2024

Benchmarking Optimizers for Large Language Model Pretraining

Paper • 2509.01440 • Published Sep 1, 2025 • 25

NXz64Fdf8Y 

published a dataset 5 months ago

epfml/FineWeb-HQ

Viewer • Updated Sep 30, 2025 • 2.45B • 13k • 4

haeggee 

authored 2 papers 7 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

NXz64Fdf8Y 

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

mjaggi 

authored a paper 8 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

vsabolcec 

authored a paper 8 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