Harry Soteriou

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upvoted a paper 4 months ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24 • 316

upvoted 5 papers 6 months ago

Kwai Keye-VL Technical Report

Paper • 2507.01949 • Published Jul 2 • 130

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published May 30 • 277

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9 • 263

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Paper • 2507.01006 • Published Jul 1 • 246

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published Jun 16 • 273

upvoted 5 papers 7 months ago

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning

Paper • 2505.11896 • Published May 17 • 58

Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models

Paper • 2505.02686 • Published May 5 • 16

Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures

Paper • 2505.09343 • Published May 14 • 72

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published May 14 • 71

LLMs Get Lost In Multi-Turn Conversation

Paper • 2505.06120 • Published May 9 • 7

upvoted an article 8 months ago

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Article

All LLMs Will Be Sparse BitNet Hybrids

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May 14

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16

upvoted 8 papers 8 months ago

Phi-4 Technical Report

Paper • 2412.08905 • Published Dec 12, 2024 • 122

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22 • 429

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14 • 300

Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models

Paper • 2505.04921 • Published May 8 • 185

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published May 6 • 188

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22 • 120

PRIMA.CPP: Speeding Up 70B-Scale LLM Inference on Low-Resource Everyday Home Clusters

Paper • 2504.08791 • Published Apr 7 • 137

A Survey on Inference Engines for Large Language Models: Perspectives on Optimization and Efficiency

Paper • 2505.01658 • Published May 3 • 39