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Collections including paper arxiv:2503.18892

Articles liés au Seydoux - Articles related to Seydoux

about 2 hours ago

Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning

Paper • 2607.07508 • Published Jul 8 • 32
Proximal Policy Optimization Algorithms

Paper • 1707.06347 • Published Jul 20, 2017 • 12
Scaling Laws for Neural Language Models

Paper • 2001.08361 • Published Jan 23, 2020 • 12
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning

Paper • 2012.13255 • Published Dec 22, 2020 • 6

Packing Input Frame Context in Next-Frame Prediction Models for Video Generation

Paper • 2504.12626 • Published Apr 17, 2025 • 52
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 345
Qwen-Image Technical Report

Paper • 2508.02324 • Published Aug 4, 2025 • 277
DINOv3

Paper • 2508.10104 • Published Aug 13, 2025 • 317

RL+reason model

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24, 2025 • 28
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27, 2025 • 31
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28, 2025 • 127
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

Reasoning, Thinking, RL and Test-Time Scaling

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 39
Token-Budget-Aware LLM Reasoning

Paper • 2412.18547 • Published Dec 24, 2024 • 46
Efficiently Serving LLM Reasoning Programs with Certaindex

Paper • 2412.20993 • Published Dec 30, 2024 • 36
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 47

RL+reason model

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24, 2025 • 28
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27, 2025 • 31
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28, 2025 • 127
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

The collection for the Paper "SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild"

hkust-nlp/SimpleRL-Zoo-Data

Viewer • Updated Mar 25, 2025 • 53.1k • 4.33k • 13
hkust-nlp/Mistral-Small-24B-SimpleRL-Zoo

24B • Updated Mar 24, 2025 • 6
hkust-nlp/Qwen-2.5-Math-7B-SimpleRL-Zoo

8B • Updated Mar 24, 2025 • 93
hkust-nlp/Qwen-2.5-14B-SimpleRL-Zoo

15B • Updated Mar 24, 2025 • 3.3k

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8, 2025 • 290
Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17, 2025 • 116
START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6, 2025 • 113
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Paper • 2503.18892 • Published Mar 24, 2025 • 32

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 31
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 45
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 24

Articles liés au Seydoux - Articles related to Seydoux

about 2 hours ago

Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning

Paper • 2607.07508 • Published Jul 8 • 32
Proximal Policy Optimization Algorithms

Paper • 1707.06347 • Published Jul 20, 2017 • 12
Scaling Laws for Neural Language Models

Paper • 2001.08361 • Published Jan 23, 2020 • 12
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning

Paper • 2012.13255 • Published Dec 22, 2020 • 6

RL+reason model

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24, 2025 • 28
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27, 2025 • 31
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28, 2025 • 127
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

Packing Input Frame Context in Next-Frame Prediction Models for Video Generation

Paper • 2504.12626 • Published Apr 17, 2025 • 52
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 345
Qwen-Image Technical Report

Paper • 2508.02324 • Published Aug 4, 2025 • 277
DINOv3

Paper • 2508.10104 • Published Aug 13, 2025 • 317

The collection for the Paper "SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild"

hkust-nlp/SimpleRL-Zoo-Data

Viewer • Updated Mar 25, 2025 • 53.1k • 4.33k • 13
hkust-nlp/Mistral-Small-24B-SimpleRL-Zoo

24B • Updated Mar 24, 2025 • 6
hkust-nlp/Qwen-2.5-Math-7B-SimpleRL-Zoo

8B • Updated Mar 24, 2025 • 93
hkust-nlp/Qwen-2.5-14B-SimpleRL-Zoo

15B • Updated Mar 24, 2025 • 3.3k

RL+reason model

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24, 2025 • 28
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27, 2025 • 31
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28, 2025 • 127
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8, 2025 • 290
Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17, 2025 • 116
START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6, 2025 • 113
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Paper • 2503.18892 • Published Mar 24, 2025 • 32

Reasoning, Thinking, RL and Test-Time Scaling

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 39
Token-Budget-Aware LLM Reasoning

Paper • 2412.18547 • Published Dec 24, 2024 • 46
Efficiently Serving LLM Reasoning Programs with Certaindex

Paper • 2412.20993 • Published Dec 30, 2024 • 36
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 47

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 31
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 45
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 24

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