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upvoted 5 papers 2 months ago

Neural Additive Experts: Context-Gated Experts for Controllable Model Additivity

Paper • 2602.10585 • Published Feb 11 • 2

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Paper • 2602.12036 • Published Feb 12 • 93

Routing the Lottery: Adaptive Subnetworks for Heterogeneous Data

Paper • 2601.22141 • Published Jan 29 • 3

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published Jan 30 • 35

ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas

Paper • 2601.21558 • Published Jan 29 • 60

upvoted a paper 4 months ago

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

Paper • 2512.07461 • Published Dec 8, 2025 • 79

upvoted 2 papers 8 months ago

BeyondWeb: Lessons from Scaling Synthetic Data for Trillion-scale Pretraining

Paper • 2508.10975 • Published Aug 14, 2025 • 60

Technical Report: Full-Stack Fine-Tuning for the Q Programming Language

Paper • 2508.06813 • Published Aug 9, 2025 • 6

upvoted 2 papers 9 months ago

Mercury: Ultra-Fast Language Models Based on Diffusion

Paper • 2506.17298 • Published Jun 17, 2025 • 10

Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance

Paper • 2507.22448 • Published Jul 30, 2025 • 71

upvoted an article 10 months ago

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Article

🤔👀🎬🖥️📖 Kimi-VL-A3B-Thinking-2506: A Quick Navigation

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Jun 21, 2025

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77

upvoted 8 papers about 1 year ago

CodeArena: A Collective Evaluation Platform for LLM Code Generation

Paper • 2503.01295 • Published Mar 3, 2025 • 8

IterPref: Focal Preference Learning for Code Generation via Iterative Debugging

Paper • 2503.02783 • Published Mar 4, 2025 • 7

LADDER: Self-Improving LLMs Through Recursive Problem Decomposition

Paper • 2503.00735 • Published Mar 2, 2025 • 23

MPO: Boosting LLM Agents with Meta Plan Optimization

Paper • 2503.02682 • Published Mar 4, 2025 • 29

Process-based Self-Rewarding Language Models

Paper • 2503.03746 • Published Mar 5, 2025 • 39

LoRACode: LoRA Adapters for Code Embeddings

Paper • 2503.05315 • Published Mar 7, 2025 • 13

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Paper • 2503.07572 • Published Mar 10, 2025 • 48

SoS1: O1 and R1-Like Reasoning LLMs are Sum-of-Square Solvers

Paper • 2502.20545 • Published Feb 27, 2025 • 22