Brandon Cantrell

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upvoted 10 papers 8 months ago

Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment

Paper • 2505.11821 • Published May 17, 2025 • 14

Token Reduction Should Go Beyond Efficiency in Generative Models -- From Vision, Language to Multimodality

Paper • 2505.18227 • Published May 23, 2025 • 15

Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States

Paper • 2505.17663 • Published May 23, 2025 • 15

WebDancer: Towards Autonomous Information Seeking Agency

Paper • 2505.22648 • Published May 28, 2025 • 33

Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs

Paper • 2505.19075 • Published May 25, 2025 • 21

Fostering Video Reasoning via Next-Event Prediction

Paper • 2505.22457 • Published May 28, 2025 • 29

Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start

Paper • 2505.22334 • Published May 28, 2025 • 36

Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28, 2025 • 46

R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing

Paper • 2505.21600 • Published May 27, 2025 • 71

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28, 2025 • 131

upvoted an article over 1 year ago

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Article

How to Finetune phi-3 on MacBook Pro

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Apr 24, 2024

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