"parameter scaling" Papers

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Paper Type

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EvoLM: In Search of Lost Language Model Training Dynamics

Zhenting Qi, Fan Nie, Alexandre Alahi et al.

NEURIPS 2025oralarXiv:2506.16029
5
citations

Gemstones: A Model Suite for Multi-Faceted Scaling Laws

Sean McLeish, John Kirchenbauer, David Miller et al.

NEURIPS 2025arXiv:2502.06857
10
citations

Language models scale reliably with over-training and on downstream tasks

Samir Yitzhak Gadre, Georgios Smyrnis, Vaishaal Shankar et al.

ICLR 2025arXiv:2403.08540
79
citations

OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning

Xianhang Li, Yanqing Liu, Haoqin Tu et al.

ICCV 2025arXiv:2505.04601
6
citations

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Jonas Geiping, Sean McLeish, Neel Jain et al.

NEURIPS 2025spotlightarXiv:2502.05171
158
citations

Mixtures of Experts Unlock Parameter Scaling for Deep RL

Johan Obando Ceron, Ghada Sokar, Timon Willi et al.

ICML 2024spotlightarXiv:2402.08609
64
citations