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Collections including paper arxiv:2510.03279

ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality

Paper • 2510.22037 • Published Oct 24, 2025 • 22
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 513
The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain

Paper • 2509.26507 • Published Sep 30, 2025 • 550
Scaling Language-Centric Omnimodal Representation Learning

Paper • 2510.11693 • Published Oct 13, 2025 • 107

MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning

Paper • 2510.14265 • Published Oct 16, 2025 • 20
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning

Paper • 2510.15110 • Published Oct 16, 2025 • 18
MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74
Learning Optimal Predictive Checklists

Paper • 2112.01020 • Published Dec 2, 2021 • 1

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 277
MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74
From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning

Paper • 2509.23768 • Published Sep 28, 2025 • 49
LLMs Learn to Deceive Unintentionally: Emergent Misalignment in Dishonesty from Misaligned Samples to Biased Human-AI Interactions

Paper • 2510.08211 • Published Oct 9, 2025 • 22

HoloScene: Simulation-Ready Interactive 3D Worlds from a Single Video

Paper • 2510.05560 • Published Oct 7, 2025 • 8
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning

Paper • 2510.06217 • Published Oct 7, 2025 • 67
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 513
Fast-dLLM v2: Efficient Block-Diffusion LLM

Paper • 2509.26328 • Published Sep 30, 2025 • 58

Qwen/Qwen3-30B-A3B-Thinking-2507-FP8

Text Generation • Updated Jul 30, 2025 • 44.3k • 64
Qwen/Qwen3-4B-Thinking-2507-FP8

Text Generation • Updated Aug 6, 2025 • 186k • 64
Qwen/Qwen3-4B-Instruct-2507-FP8

Text Generation • 4B • Updated Sep 17, 2025 • 665k • 74
Qwen/Qwen3-1.7B

Text Generation • 2B • Updated Jul 26, 2025 • 7.33M • • 450

i honestly dont know what im doing

MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 513
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Paper • 2510.07499 • Published Oct 8, 2025 • 49
Improving Context Fidelity via Native Retrieval-Augmented Reasoning

Paper • 2509.13683 • Published Sep 17, 2025 • 8
Multimodal Iterative RAG for Knowledge-Intensive Visual Question Answering

Paper • 2509.00798 • Published Aug 31, 2025 • 1

MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74

LoFT: Parameter-Efficient Fine-Tuning for Long-tailed Semi-Supervised Learning in Open-World Scenarios

Paper • 2509.09926 • Published Sep 12, 2025 • 14
What Breaks Knowledge Graph based RAG? Empirical Insights into Reasoning under Incomplete Knowledge

Paper • 2508.08344 • Published Aug 11, 2025
MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Paper • 2510.07499 • Published Oct 8, 2025 • 49

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21, 2025 • 273
MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models

Paper • 2510.05034 • Published Oct 6, 2025 • 51
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Paper • 2510.11696 • Published Oct 13, 2025 • 182

ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality

Paper • 2510.22037 • Published Oct 24, 2025 • 22
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 513
The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain

Paper • 2509.26507 • Published Sep 30, 2025 • 550
Scaling Language-Centric Omnimodal Representation Learning

Paper • 2510.11693 • Published Oct 13, 2025 • 107

i honestly dont know what im doing

MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74

MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning

Paper • 2510.14265 • Published Oct 16, 2025 • 20
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning

Paper • 2510.15110 • Published Oct 16, 2025 • 18
MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74
Learning Optimal Predictive Checklists

Paper • 2112.01020 • Published Dec 2, 2021 • 1

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 513
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Paper • 2510.07499 • Published Oct 8, 2025 • 49
Improving Context Fidelity via Native Retrieval-Augmented Reasoning

Paper • 2509.13683 • Published Sep 17, 2025 • 8
Multimodal Iterative RAG for Knowledge-Intensive Visual Question Answering

Paper • 2509.00798 • Published Aug 31, 2025 • 1

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 277
MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74
From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning

Paper • 2509.23768 • Published Sep 28, 2025 • 49
LLMs Learn to Deceive Unintentionally: Emergent Misalignment in Dishonesty from Misaligned Samples to Biased Human-AI Interactions

Paper • 2510.08211 • Published Oct 9, 2025 • 22

MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74

HoloScene: Simulation-Ready Interactive 3D Worlds from a Single Video

Paper • 2510.05560 • Published Oct 7, 2025 • 8
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning

Paper • 2510.06217 • Published Oct 7, 2025 • 67
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 513
Fast-dLLM v2: Efficient Block-Diffusion LLM

Paper • 2509.26328 • Published Sep 30, 2025 • 58

LoFT: Parameter-Efficient Fine-Tuning for Long-tailed Semi-Supervised Learning in Open-World Scenarios

Paper • 2509.09926 • Published Sep 12, 2025 • 14
What Breaks Knowledge Graph based RAG? Empirical Insights into Reasoning under Incomplete Knowledge

Paper • 2508.08344 • Published Aug 11, 2025
MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Paper • 2510.07499 • Published Oct 8, 2025 • 49

Qwen/Qwen3-30B-A3B-Thinking-2507-FP8

Text Generation • Updated Jul 30, 2025 • 44.3k • 64
Qwen/Qwen3-4B-Thinking-2507-FP8

Text Generation • Updated Aug 6, 2025 • 186k • 64
Qwen/Qwen3-4B-Instruct-2507-FP8

Text Generation • 4B • Updated Sep 17, 2025 • 665k • 74
Qwen/Qwen3-1.7B

Text Generation • 2B • Updated Jul 26, 2025 • 7.33M • • 450

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21, 2025 • 273
MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models

Paper • 2510.05034 • Published Oct 6, 2025 • 51
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Paper • 2510.11696 • Published Oct 13, 2025 • 182

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