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Collections including paper arxiv:2601.02346

Running

22

Falcon H1R Playground

🚀

22

This a chat demo with Falcon-H1R reasoning models.
tiiuae/Falcon-H1R-7B

Text Generation • 8B • Updated 5 days ago • 2.58k • 176
tiiuae/Falcon-H1R-7B-GGUF

Text Generation • 8B • Updated 3 days ago • 7.4k • 42
Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time Scaling

Paper • 2601.02346 • Published 7 days ago • 25

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 221
Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models

Paper • 2511.23319 • Published Nov 28, 2025 • 22
Focused Chain-of-Thought: Efficient LLM Reasoning via Structured Input Information

Paper • 2511.22176 • Published Nov 27, 2025 • 4
FedRE: A Representation Entanglement Framework for Model-Heterogeneous Federated Learning

Paper • 2511.22265 • Published Nov 27, 2025 • 1

Hierarchical Reasoning Model

Paper • 2506.21734 • Published Jun 26, 2025 • 46
Dynamic Chunking for End-to-End Hierarchical Sequence Modeling

Paper • 2507.07955 • Published Jul 10, 2025 • 27
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities

Paper • 2505.02567 • Published May 5, 2025 • 80
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Paper • 2508.02193 • Published Aug 4, 2025 • 134

AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents

Paper • 2512.23343 • Published 14 days ago • 25
Valori: A Deterministic Memory Substrate for AI Systems

Paper • 2512.22280 • Published 18 days ago • 3
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Paper • 2512.23959 • Published 14 days ago • 96
Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published 12 days ago • 34

reasoning_model

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

Paper • 2511.16334 • Published Nov 20, 2025 • 92
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 101
ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute

Paper • 2509.04475 • Published Aug 30, 2025 • 3
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published Dec 1, 2025 • 97

Running

22

Falcon H1R Playground

🚀

22

This a chat demo with Falcon-H1R reasoning models.
tiiuae/Falcon-H1R-7B

Text Generation • 8B • Updated 5 days ago • 2.58k • 176
tiiuae/Falcon-H1R-7B-GGUF

Text Generation • 8B • Updated 3 days ago • 7.4k • 42
Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time Scaling

Paper • 2601.02346 • Published 7 days ago • 25

AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents

Paper • 2512.23343 • Published 14 days ago • 25
Valori: A Deterministic Memory Substrate for AI Systems

Paper • 2512.22280 • Published 18 days ago • 3
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Paper • 2512.23959 • Published 14 days ago • 96
Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published 12 days ago • 34

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 221
Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models

Paper • 2511.23319 • Published Nov 28, 2025 • 22
Focused Chain-of-Thought: Efficient LLM Reasoning via Structured Input Information

Paper • 2511.22176 • Published Nov 27, 2025 • 4
FedRE: A Representation Entanglement Framework for Model-Heterogeneous Federated Learning

Paper • 2511.22265 • Published Nov 27, 2025 • 1

reasoning_model

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

Paper • 2511.16334 • Published Nov 20, 2025 • 92
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 101
ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute

Paper • 2509.04475 • Published Aug 30, 2025 • 3
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published Dec 1, 2025 • 97

Hierarchical Reasoning Model

Paper • 2506.21734 • Published Jun 26, 2025 • 46
Dynamic Chunking for End-to-End Hierarchical Sequence Modeling

Paper • 2507.07955 • Published Jul 10, 2025 • 27
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities

Paper • 2505.02567 • Published May 5, 2025 • 80
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Paper • 2508.02193 • Published Aug 4, 2025 • 134

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