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Rethinking Model Efficiency: Multi-Agent Inference with Large Models
Arxiv
0+阅读 · 4月6日
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL
Arxiv
0+阅读 · 5月4日
Evaluating the Diversity and Quality of LLM Generated Content
Arxiv
0+阅读 · 2月26日
What is the Role of Small Models in the LLM Era: A Survey
Arxiv
0+阅读 · 2月19日
Scaling Laws in the Tiny Regime: How Small Models Change Their Mistakes
Arxiv
0+阅读 · 3月7日
$μ$pscaling small models: Principled warm starts and hyperparameter transfer
Arxiv
0+阅读 · 2月11日
Endogenous Resistance to Activation Steering in Language Models
Arxiv
0+阅读 · 2月6日
MentorCollab: Selective Large-to-Small Inference-Time Guidance for Efficient Reasoning
Arxiv
0+阅读 · 2月5日
When Routing Collapses: On the Degenerate Convergence of LLM Routers
Arxiv
0+阅读 · 2月3日
COLT: Lightweight Multi-LLM Collaboration through Shared MCTS Reasoning for Model Compilation
Arxiv
0+阅读 · 2月2日
On the Entropy Calibration of Language Models
Arxiv
0+阅读 · 1月13日
CLASH: Collaborative Large-Small Hierarchical Framework for Continuous Vision-and-Language Navigation
Arxiv
0+阅读 · 1月23日
Deja Vu in Plots: Leveraging Cross-Session Evidence with Retrieval-Augmented LLMs for Live Streaming Risk Assessment
Arxiv
0+阅读 · 1月22日
Positive-Unlabeled Reinforcement Learning Distillation for On-Premise Small Models
Arxiv
0+阅读 · 1月28日
Small Models Achieve Large Language Model Performance: Evaluating Reasoning-Enabled AI for Secure Child Welfare Research
Arxiv
0+阅读 · 1月10日
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