Louis Ulmer

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upvoted a paper about 1 month ago

MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head

Paper • 2601.07832 • Published Jan 12 • 52

upvoted a paper 5 months ago

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 190

upvoted a paper 7 months ago

Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation

Paper • 2507.10524 • Published Jul 14, 2025 • 71

upvoted an article 8 months ago

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Article

Bringing Fusion Down to Earth: ML for Stellarator Optimization

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Jul 2, 2025

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78

upvoted 2 articles 9 months ago

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Article

🐯 Liger GRPO meets TRL

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May 25, 2025

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53

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Article

Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance

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May 21, 2025

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39

upvoted a paper 11 months ago

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18, 2025 • 144

upvoted a collection about 1 year ago

Hymba

Collection

A series of Hybrid Small Language Models. • 3 items • Updated 16 days ago • 32

upvoted a paper over 1 year ago

Addition is All You Need for Energy-efficient Language Models

Paper • 2410.00907 • Published Oct 1, 2024 • 151

upvoted an article almost 2 years ago

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Article

Introduction to State Space Models (SSM)

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Jul 19, 2024

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208

upvoted a paper about 2 years ago

Hyena Hierarchy: Towards Larger Convolutional Language Models

Paper • 2302.10866 • Published Feb 21, 2023 • 7