Apertus 1.5: From Open Text Models to Open Multimodal Reasoners Paper • 2610.15542 • Published 28 days ago • 41
Adapting English Quality Classifiers for Multilingual LLM Pretraining Data Selection Paper • 2610.11585 • Published about 1 month ago
Toward Cross-Lingual Quality Classifiers for Multilingual Pretraining Data Selection Paper • 2604.20549 • Published Apr 22 • 1
Apertus: Democratizing Open and Compliant LLMs for Global Language Environments Paper • 2509.14233 • Published Sep 17, 2025 • 25
URLs Help, Topics Guide: Understanding Metadata Utility in LLM Training Paper • 2505.16570 • Published May 22, 2025
Apertus 1.5: From Open Text Models to Open Multimodal Reasoners Paper • 2610.15542 • Published 28 days ago • 41
Adapting English Quality Classifiers for Multilingual LLM Pretraining Data Selection Paper • 2610.11585 • Published about 1 month ago
Toward Cross-Lingual Quality Classifiers for Multilingual Pretraining Data Selection Paper • 2604.20549 • Published Apr 22 • 1
MXSens: Sensitivity-Aware Mixed-Precision Quantization for Efficient LLM Inference Paper • 2607.17733 • Published Jul 20
DoGE: Domain Reweighting with Generalization Estimation Paper • 2310.15393 • Published Oct 23, 2023 • 1
Enhancing Multilingual LLM Pretraining with Model-Based Data Selection Paper • 2502.10361 • Published Feb 14, 2025 • 2
Mitigating Unintended Memorization with LoRA in Federated Learning for LLMs Paper • 2502.05087 • Published Feb 7, 2025
Multiplication-Free Transformer Training via Piecewise Affine Operations Paper • 2305.17190 • Published May 26, 2023 • 2
Special Properties of Gradient Descent with Large Learning Rates Paper • 2205.15142 • Published May 30, 2022
Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations Paper • 2405.18392 • Published May 28, 2024 • 12
Improving Neural Network Training by Decoupling the Magnitude and Direction of Weight Vectors Paper • 2606.25971 • Published Jun 24
Tying the Loop -- Tied Expert Layers in Mixture-of-Experts Language Models Paper • 2606.16825 • Published Jun 15