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Collections including paper arxiv:2510.26692

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models

Paper • 2410.14059 • Published Oct 17, 2024 • 63
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7, 2025 • 46
Token-Efficient Long Video Understanding for Multimodal LLMs

Paper • 2503.04130 • Published Mar 6, 2025 • 96
GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Paper • 2503.10639 • Published Mar 13, 2025 • 53

Frontier Research Papers

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 180
Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning

Paper • 2510.19338 • Published Oct 22, 2025 • 117
Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 66
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 94
Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published Dec 31, 2025 • 45
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 265

Defeating the Training-Inference Mismatch via FP16

Paper • 2510.26788 • Published Oct 30, 2025 • 32
Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132
The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms

Paper • 2511.04217 • Published Nov 6, 2025 • 17

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132

Papers that exist

Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification

Paper • 2509.15591 • Published Sep 19, 2025 • 45
A Survey on Latent Reasoning

Paper • 2507.06203 • Published Jul 8, 2025 • 94
Quantized Evolution Strategies: High-precision Fine-tuning of Quantized LLMs at Low-precision Cost

Paper • 2602.03120 • Published Feb 3 • 1
TADA! Tuning Audio Diffusion Models through Activation Steering

Paper • 2602.11910 • Published Feb 12 • 2

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132

LLM Architectures

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132
GLM-5: from Vibe Coding to Agentic Engineering

Paper • 2602.15763 • Published Feb 17 • 144
Believe Your Model: Distribution-Guided Confidence Calibration

Paper • 2603.03872 • Published Mar 4 • 40
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models

Paper • 2604.04707 • Published 15 days ago • 200

Kimi-Linear-A3B

Moonshot's experimental MoE model with Kimi Delta Attention

moonshotai/Kimi-Linear-48B-A3B-Instruct

Text Generation • 49B • Updated Dec 16, 2025 • 61.2k • 557
moonshotai/Kimi-Linear-48B-A3B-Base

Text Generation • 49B • Updated Jan 30 • 1.06k • 72
Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models

Paper • 2410.14059 • Published Oct 17, 2024 • 63
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7, 2025 • 46
Token-Efficient Long Video Understanding for Multimodal LLMs

Paper • 2503.04130 • Published Mar 6, 2025 • 96
GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Paper • 2503.10639 • Published Mar 13, 2025 • 53

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132

Frontier Research Papers

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 180
Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning

Paper • 2510.19338 • Published Oct 22, 2025 • 117
Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132

Papers that exist

Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification

Paper • 2509.15591 • Published Sep 19, 2025 • 45
A Survey on Latent Reasoning

Paper • 2507.06203 • Published Jul 8, 2025 • 94
Quantized Evolution Strategies: High-precision Fine-tuning of Quantized LLMs at Low-precision Cost

Paper • 2602.03120 • Published Feb 3 • 1
TADA! Tuning Audio Diffusion Models through Activation Steering

Paper • 2602.11910 • Published Feb 12 • 2

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 66
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 94
Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published Dec 31, 2025 • 45
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 265

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132

Defeating the Training-Inference Mismatch via FP16

Paper • 2510.26788 • Published Oct 30, 2025 • 32
Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132

LLM Architectures

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132
GLM-5: from Vibe Coding to Agentic Engineering

Paper • 2602.15763 • Published Feb 17 • 144
Believe Your Model: Distribution-Guided Confidence Calibration

Paper • 2603.03872 • Published Mar 4 • 40
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models

Paper • 2604.04707 • Published 15 days ago • 200

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132
The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms

Paper • 2511.04217 • Published Nov 6, 2025 • 17

Kimi-Linear-A3B

Moonshot's experimental MoE model with Kimi Delta Attention

moonshotai/Kimi-Linear-48B-A3B-Instruct

Text Generation • 49B • Updated Dec 16, 2025 • 61.2k • 557
moonshotai/Kimi-Linear-48B-A3B-Base

Text Generation • 49B • Updated Jan 30 • 1.06k • 72
Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132

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