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Collections including paper arxiv:2504.16074

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 • 37
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 47

microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated May 1 • 7.7k • 1.22k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14 • 15
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • 8B • Updated Apr 17 • 140 • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 63

AI FOR RESEARCH

Runtime error

1

AI Researcher Pro

🐨

1
BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials

Paper • 2309.08788 • Published Sep 15, 2023 • 1
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models

Paper • 2504.16074 • Published Apr 22 • 36
deepseek-ai/DeepSeek-Prover-V2-671B

Text Generation • 685B • Updated Apr 30 • 412 • • 815

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

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

LEADERBOARDS AND BENCHMARKS

about 1 month ago

PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models

Paper • 2504.16074 • Published Apr 22 • 36

Benchmarks and challenges

PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models

Paper • 2502.01584 • Published Feb 3 • 9
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging

Paper • 2502.05664 • Published Feb 8 • 24
Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19 • 30
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark

Paper • 2504.16427 • Published Apr 23 • 18

GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 241
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Paper • 2311.16502 • Published Nov 27, 2023 • 37
BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 26
RULER: What's the Real Context Size of Your Long-Context Language Models?

Paper • 2404.06654 • Published Apr 9, 2024 • 39

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 • 37
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 47

LEADERBOARDS AND BENCHMARKS

about 1 month ago

PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models

Paper • 2504.16074 • Published Apr 22 • 36

microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated May 1 • 7.7k • 1.22k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14 • 15
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • 8B • Updated Apr 17 • 140 • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 63

Benchmarks and challenges

PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models

Paper • 2502.01584 • Published Feb 3 • 9
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging

Paper • 2502.05664 • Published Feb 8 • 24
Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19 • 30
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark

Paper • 2504.16427 • Published Apr 23 • 18

AI FOR RESEARCH

Runtime error

1

AI Researcher Pro

🐨

1
BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials

Paper • 2309.08788 • Published Sep 15, 2023 • 1
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models

Paper • 2504.16074 • Published Apr 22 • 36
deepseek-ai/DeepSeek-Prover-V2-671B

Text Generation • 685B • Updated Apr 30 • 412 • • 815

GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 241
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Paper • 2311.16502 • Published Nov 27, 2023 • 37
BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 26
RULER: What's the Real Context Size of Your Long-Context Language Models?

Paper • 2404.06654 • Published Apr 9, 2024 • 39

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

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

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