sergicalsix

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upvoted a paper 4 months ago

A Survey of Context Engineering for Large Language Models

Paper • 2507.13334 • Published Jul 17 • 259

upvoted 3 papers 5 months ago

Scaling Test-time Compute for LLM Agents

Paper • 2506.12928 • Published Jun 15 • 63

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published Jun 16 • 272

Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights

Paper • 2506.16406 • Published Jun 19 • 127

upvoted 4 papers 6 months ago

Mutarjim: Advancing Bidirectional Arabic-English Translation with a Small Language Model

Paper • 2505.17894 • Published May 23 • 220

Shifting AI Efficiency From Model-Centric to Data-Centric Compression

Paper • 2505.19147 • Published May 25 • 144

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published May 30 • 277

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2 • 187

upvoted 5 papers 7 months ago

Voila: Voice-Language Foundation Models for Real-Time Autonomous Interaction and Voice Role-Play

Paper • 2505.02707 • Published May 5 • 85

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published May 6 • 188

Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models

Paper • 2505.04921 • Published May 8 • 186

ZeroSearch: Incentivize the Search Capability of LLMs without Searching

Paper • 2505.04588 • Published May 7 • 65

PRIMA.CPP: Speeding Up 70B-Scale LLM Inference on Low-Resource Everyday Home Clusters

Paper • 2504.08791 • Published Apr 7 • 137

upvoted 7 papers 8 months ago

Rethinking Reflection in Pre-Training

Paper • 2504.04022 • Published Apr 5 • 80

Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

Paper • 2504.02605 • Published Apr 3 • 48

OmniSVG: A Unified Scalable Vector Graphics Generation Model

Paper • 2504.06263 • Published Apr 8 • 182

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Paper • 2503.16419 • Published Mar 20 • 76

Survey on Evaluation of LLM-based Agents

Paper • 2503.16416 • Published Mar 20 • 95

PaperBench: Evaluating AI's Ability to Replicate AI Research

Paper • 2504.01848 • Published Apr 2 • 36

A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond

Paper • 2503.21614 • Published Mar 27 • 42