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Collections including paper arxiv:2506.22760

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

Text Generation • 0.8B • Updated 19 days ago • 5.68k • 1.24k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14, 2025 • 15
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • 8B • Updated Apr 17, 2025 • 354 • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15, 2025 • 63

about 16 hours ago

VideoDeepResearch: Long Video Understanding With Agentic Tool Using

Paper • 2506.10821 • Published Jun 12, 2025 • 19
Jan-nano Technical Report

Paper • 2506.22760 • Published Jun 28, 2025 • 9
MMSearch-R1: Incentivizing LMMs to Search

Paper • 2506.20670 • Published Jun 25, 2025 • 64
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 123

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 • 30
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28, 2025 • 123
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

Large Language Models

about 17 hours ago

Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers

Paper • 2506.14702 • Published Jun 17, 2025 • 3
MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published Jun 16, 2025 • 273
Scaling Test-time Compute for LLM Agents

Paper • 2506.12928 • Published Jun 15, 2025 • 63
A Survey on Latent Reasoning

Paper • 2507.06203 • Published Jul 8, 2025 • 93

Jan-nano Technical Report

Paper • 2506.22760 • Published Jun 28, 2025 • 9
Menlo/Jan-nano

Text Generation • 4B • Updated Jul 4, 2025 • 2.71k • • 495
Menlo/Jan-nano-gguf

Text Generation • 4B • Updated Jul 1, 2025 • 3.98k • 140
Menlo/Jan-nano-128k

Text Generation • 4B • Updated Jul 1, 2025 • 1.74k • 217

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

Text Generation • 0.8B • Updated 19 days ago • 5.68k • 1.24k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14, 2025 • 15
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • 8B • Updated Apr 17, 2025 • 354 • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15, 2025 • 63

Large Language Models

about 17 hours ago

Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers

Paper • 2506.14702 • Published Jun 17, 2025 • 3
MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published Jun 16, 2025 • 273
Scaling Test-time Compute for LLM Agents

Paper • 2506.12928 • Published Jun 15, 2025 • 63
A Survey on Latent Reasoning

Paper • 2507.06203 • Published Jul 8, 2025 • 93

about 16 hours ago

VideoDeepResearch: Long Video Understanding With Agentic Tool Using

Paper • 2506.10821 • Published Jun 12, 2025 • 19
Jan-nano Technical Report

Paper • 2506.22760 • Published Jun 28, 2025 • 9
MMSearch-R1: Incentivizing LMMs to Search

Paper • 2506.20670 • Published Jun 25, 2025 • 64
WebSailor: Navigating Super-human Reasoning for Web Agent

Paper • 2507.02592 • Published Jul 3, 2025 • 123

Jan-nano Technical Report

Paper • 2506.22760 • Published Jun 28, 2025 • 9
Menlo/Jan-nano

Text Generation • 4B • Updated Jul 4, 2025 • 2.71k • • 495
Menlo/Jan-nano-gguf

Text Generation • 4B • Updated Jul 1, 2025 • 3.98k • 140
Menlo/Jan-nano-128k

Text Generation • 4B • Updated Jul 1, 2025 • 1.74k • 217

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 • 30
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28, 2025 • 123
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

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