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Collections including paper arXiv:2510.14973

about 12 hours ago

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

Paper • 2508.09789 • Published Aug 13 • 5
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Paper • 2508.13186 • Published Aug 14 • 18
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents

Paper • 2508.04038 • Published Aug 6 • 1
Prompt Orchestration Markup Language

Paper • 2508.13948 • Published Aug 19 • 48

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

Text Generation • 0.8B • Updated May 1 • 10.5k • 1.22k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

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

Text Generation • 8B • Updated Apr 17 • 246 • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 63

The Art of Scaling Reinforcement Learning Compute for LLMs

Paper • 2510.13786 • Published 26 days ago • 30
Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published 25 days ago • 37
BitNet Distillation

Paper • 2510.13998 • Published 26 days ago • 52
GigaBrain-0: A World Model-Powered Vision-Language-Action Model

Paper • 2510.19430 • Published 20 days ago • 44

Read Later Stack

Demystifying Reinforcement Learning in Agentic Reasoning

Paper • 2510.11701 • Published 28 days ago • 31
Self-Improving LLM Agents at Test-Time

Paper • 2510.07841 • Published Oct 9 • 9
Making Mathematical Reasoning Adaptive

Paper • 2510.04617 • Published Oct 6 • 22
DocReward: A Document Reward Model for Structuring and Stylizing

Paper • 2510.11391 • Published 28 days ago • 26

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering

Paper • 2411.11504 • Published Nov 18, 2024 • 23
Top-nσ: Not All Logits Are You Need

Paper • 2411.07641 • Published Nov 12, 2024 • 23
Adaptive Decoding via Latent Preference Optimization

Paper • 2411.09661 • Published Nov 14, 2024 • 10
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training

Paper • 2411.13476 • Published Nov 20, 2024 • 16

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8 • 199 • 98
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23 • 88

about 20 hours ago

Fast-dLLM v2: Efficient Block-Diffusion LLM

Paper • 2509.26328 • Published Sep 30 • 51
Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published 25 days ago • 37
Attention Sinks in Diffusion Language Models

Paper • 2510.15731 • Published 24 days ago • 47
Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published 6 days ago • 98

Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published 25 days ago • 37

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12 • 73
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 54
Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding

Paper • 2505.16990 • Published May 22 • 22
D-AR: Diffusion via Autoregressive Models

Paper • 2505.23660 • Published May 29 • 34

about 12 hours ago

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

Paper • 2508.09789 • Published Aug 13 • 5
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Paper • 2508.13186 • Published Aug 14 • 18
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents

Paper • 2508.04038 • Published Aug 6 • 1
Prompt Orchestration Markup Language

Paper • 2508.13948 • Published Aug 19 • 48

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8 • 199 • 98
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23 • 88

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

Text Generation • 0.8B • Updated May 1 • 10.5k • 1.22k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

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

Text Generation • 8B • Updated Apr 17 • 246 • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 63

about 20 hours ago

Fast-dLLM v2: Efficient Block-Diffusion LLM

Paper • 2509.26328 • Published Sep 30 • 51
Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published 25 days ago • 37
Attention Sinks in Diffusion Language Models

Paper • 2510.15731 • Published 24 days ago • 47
Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published 6 days ago • 98

The Art of Scaling Reinforcement Learning Compute for LLMs

Paper • 2510.13786 • Published 26 days ago • 30
Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published 25 days ago • 37
BitNet Distillation

Paper • 2510.13998 • Published 26 days ago • 52
GigaBrain-0: A World Model-Powered Vision-Language-Action Model

Paper • 2510.19430 • Published 20 days ago • 44

Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published 25 days ago • 37

Read Later Stack

Demystifying Reinforcement Learning in Agentic Reasoning

Paper • 2510.11701 • Published 28 days ago • 31
Self-Improving LLM Agents at Test-Time

Paper • 2510.07841 • Published Oct 9 • 9
Making Mathematical Reasoning Adaptive

Paper • 2510.04617 • Published Oct 6 • 22
DocReward: A Document Reward Model for Structuring and Stylizing

Paper • 2510.11391 • Published 28 days ago • 26

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12 • 73
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 54
Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding

Paper • 2505.16990 • Published May 22 • 22
D-AR: Diffusion via Autoregressive Models

Paper • 2505.23660 • Published May 29 • 34

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering

Paper • 2411.11504 • Published Nov 18, 2024 • 23
Top-nσ: Not All Logits Are You Need

Paper • 2411.07641 • Published Nov 12, 2024 • 23
Adaptive Decoding via Latent Preference Optimization

Paper • 2411.09661 • Published Nov 14, 2024 • 10
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training

Paper • 2411.13476 • Published Nov 20, 2024 • 16

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