Collection by
Nov 28, 2025
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Discover the best community collections!
Collections including paper arxiv:2509.01363
Collection by
Sep 9, 2025
Collection by
8 days ago
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Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization
Paper • 2508.07629 • Published • 43 -
Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning
Paper • 2508.07101 • Published • 14 -
Compressing Chain-of-Thought in LLMs via Step Entropy
Paper • 2508.03346 • Published • 8 -
Train Long, Think Short: Curriculum Learning for Efficient Reasoning
Paper • 2508.08940 • Published • 27
Collection by
Sep 3, 2025
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Arcee's MergeKit: A Toolkit for Merging Large Language Models
Paper • 2403.13257 • Published • 21 -
Model Stock: All we need is just a few fine-tuned models
Paper • 2403.19522 • Published • 13 -
Mergenetic: a Simple Evolutionary Model Merging Library
Paper • 2505.11427 • Published • 14 -
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models
Paper • 2410.01335 • Published • 5
Collection by
13 days ago
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Hala Technical Report: Building Arabic-Centric Instruction & Translation Models at Scale
Paper • 2509.14008 • Published • 88 -
Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think
Paper • 2504.20708 • Published • 23 -
CAMEL: Communicative Agents for "Mind" Exploration of Large Scale Language Model Society
Paper • 2303.17760 • Published • 1 -
4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding
Paper • 2503.17827 • Published • 8
Collection by
Sep 13, 2025
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Visual Representation Alignment for Multimodal Large Language Models
Paper • 2509.07979 • Published • 84 -
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Paper • 2509.07980 • Published • 103 -
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
Paper • 2509.03867 • Published • 211 -
Why Language Models Hallucinate
Paper • 2509.04664 • Published • 196
Collection by
Sep 4, 2025
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The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Paper • 2509.02547 • Published • 229 -
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
Paper • 2509.02479 • Published • 84 -
POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion
Paper • 2509.01215 • Published • 51 -
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model
Paper • 2509.00676 • Published • 85
Collection by
Dec 25, 2025
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Magistral
Paper • 2506.10910 • Published • 66 -
Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute
Paper • 2506.15882 • Published • 2 -
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization
Paper • 2507.14683 • Published • 134 -
The Invisible Leash: Why RLVR May Not Escape Its Origin
Paper • 2507.14843 • Published • 85
Collection by
about 3 hours ago
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End-to-End Vision Tokenizer Tuning
Paper • 2505.10562 • Published • 22 -
Global and Local Entailment Learning for Natural World Imagery
Paper • 2506.21476 • Published • 1 -
DINOv3
Paper • 2508.10104 • Published • 296 -
Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic
Paper • 2509.01363 • Published • 59
Collection by
1 day ago
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Nuclear Norm Regularization for Deep Learning
Paper • 2405.14544 • Published • 1 -
Token embeddings violate the manifold hypothesis
Paper • 2504.01002 • Published • 1 -
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers
Paper • 2403.10476 • Published • 1 -
ElaLoRA: Elastic & Learnable Low-Rank Adaptation for Efficient Model Fine-Tuning
Paper • 2504.00254 • Published • 1
Collection by
Nov 28, 2025
Collection by
Sep 13, 2025
-
Visual Representation Alignment for Multimodal Large Language Models
Paper • 2509.07979 • Published • 84 -
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Paper • 2509.07980 • Published • 103 -
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
Paper • 2509.03867 • Published • 211 -
Why Language Models Hallucinate
Paper • 2509.04664 • Published • 196
Collection by
Sep 9, 2025
Collection by
Sep 4, 2025
-
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Paper • 2509.02547 • Published • 229 -
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
Paper • 2509.02479 • Published • 84 -
POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion
Paper • 2509.01215 • Published • 51 -
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model
Paper • 2509.00676 • Published • 85
Collection by
8 days ago
-
Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization
Paper • 2508.07629 • Published • 43 -
Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning
Paper • 2508.07101 • Published • 14 -
Compressing Chain-of-Thought in LLMs via Step Entropy
Paper • 2508.03346 • Published • 8 -
Train Long, Think Short: Curriculum Learning for Efficient Reasoning
Paper • 2508.08940 • Published • 27
Collection by
Dec 25, 2025
-
Magistral
Paper • 2506.10910 • Published • 66 -
Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute
Paper • 2506.15882 • Published • 2 -
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization
Paper • 2507.14683 • Published • 134 -
The Invisible Leash: Why RLVR May Not Escape Its Origin
Paper • 2507.14843 • Published • 85
Collection by
Sep 3, 2025
-
Arcee's MergeKit: A Toolkit for Merging Large Language Models
Paper • 2403.13257 • Published • 21 -
Model Stock: All we need is just a few fine-tuned models
Paper • 2403.19522 • Published • 13 -
Mergenetic: a Simple Evolutionary Model Merging Library
Paper • 2505.11427 • Published • 14 -
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models
Paper • 2410.01335 • Published • 5
Collection by
about 3 hours ago
-
End-to-End Vision Tokenizer Tuning
Paper • 2505.10562 • Published • 22 -
Global and Local Entailment Learning for Natural World Imagery
Paper • 2506.21476 • Published • 1 -
DINOv3
Paper • 2508.10104 • Published • 296 -
Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic
Paper • 2509.01363 • Published • 59
Collection by
13 days ago
-
Hala Technical Report: Building Arabic-Centric Instruction & Translation Models at Scale
Paper • 2509.14008 • Published • 88 -
Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think
Paper • 2504.20708 • Published • 23 -
CAMEL: Communicative Agents for "Mind" Exploration of Large Scale Language Model Society
Paper • 2303.17760 • Published • 1 -
4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding
Paper • 2503.17827 • Published • 8
Collection by
1 day ago
-
Nuclear Norm Regularization for Deep Learning
Paper • 2405.14544 • Published • 1 -
Token embeddings violate the manifold hypothesis
Paper • 2504.01002 • Published • 1 -
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers
Paper • 2403.10476 • Published • 1 -
ElaLoRA: Elastic & Learnable Low-Rank Adaptation for Efficient Model Fine-Tuning
Paper • 2504.00254 • Published • 1