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upvoted a paper 13 days ago

Scaling Native Multimodal Pre-Training From Scratch

Paper • 2607.22043 • Published 17 days ago • 28

upvoted a paper 14 days ago

FinanceComplexQA: Benchmarking Agentic Reasoning on Industrial-grade Financial Documents

Paper • 2607.19238 • Published 20 days ago • 9

upvoted a paper 19 days ago

Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding

Paper • 2604.26779 • Published Apr 29 • 15

upvoted a paper 21 days ago

SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

Paper • 2607.14777 • Published 25 days ago • 106

upvoted 3 papers 25 days ago

Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE

Paper • 2607.07740 • Published Jul 8 • 24

Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading

Paper • 2607.08964 • Published Jul 9 • 77

MonkeyOCRv2: A Visual-Text Foundation Model for Document AI

Paper • 2607.11562 • Published 28 days ago • 77

upvoted 4 papers about 1 month ago

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published Jul 3 • 84

MemSyco-Bench: Benchmarking Sycophancy in Agent Memory

Paper • 2607.01071 • Published Jul 1 • 31

Multi-Block Diffusion Language Models

Paper • 2606.29215 • Published Jun 30 • 42

Improved Large Language Diffusion Models

Paper • 2606.25331 • Published Jun 24 • 43

upvoted 7 papers about 2 months ago

Grouped Query Experts: Mixture-of-Experts on GQA Self-Attention

Paper • 2606.20945 • Published Jun 18 • 80

Learning from the Self-future: On-policy Self-distillation for dLLMs

Paper • 2606.18195 • Published Jun 16 • 77

FastContext: Training Efficient Repository Explorer for Coding Agents

Paper • 2606.14066 • Published Jun 12 • 94

MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling

Paper • 2606.13473 • Published Jun 11 • 94

MiniMax Sparse Attention

Paper • 2606.13392 • Published Jun 11 • 154

MoBA: Mixture of Block Attention for Long-Context LLMs

Paper • 2502.13189 • Published Feb 18, 2025 • 19

SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research

Paper • 2606.09730 • Published Jun 8 • 56

upvoted 2 papers 2 months ago

Domain-Specific Data Synthesis for LLMs via Minimal Sufficient Representation Learning

Paper • 2605.30039 • Published May 29 • 20

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Paper • 2606.02437 • Published Jun 1 • 241