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Scoured 26596 posts in 17.6 ms
ONTO: A Token-Efficient Columnar Notation for LLM Input Optimization  💻Local LLMs
arxiv.org·4d
From $200 to $30: Five Layers of LLM Cost Optimization  🔍BitFunnel
blog.dwornikowski.com·1d·Hacker News
Are LLM agents good at join order optimization?  🧠Query Planners
databricks.com·3d
HiPO: Hierarchical Preference Optimization for Adaptive Reasoning in LLMs  🔮Proof Search
arxiv.org·2d
Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph Optimization  ⚡Incremental Computation
arxiv.org·2d
OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solving  ⚡Z3 Optimization
arxiv.org·1d
RECURSUM: Automated Code Generation for Recurrence Relations Exceeds Expert Optimization via LayeredCodegen  🎯Performance Proofs
arxiv.org·3d
Scalable AI Inference: Performance Analysis and Optimization of AI Model Serving  💻Local LLMs
arxiv.org·2d
What Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search  🧮Constraint Solvers
arxiv.org·3d
JTPRO: A Joint Tool-Prompt Reflective Optimization Framework for Language Agents  🧮SMT Solvers
arxiv.org·2d
On the Stability and Generalization of First-order Bilevel Minimax Optimization  🎯Performance Proofs
arxiv.org·2d
LLM-Guided Strategy Synthesis for Scalable Equality Saturation  📐E-graphs
arxiv.org·4d
Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training  📊Quantization
arxiv.org·2d·Hacker News
Learning to Communicate: Toward End-to-End Optimization of Multi-Agent Language Systems  🧮Kolmogorov Complexity
arxiv.org·1d
Transfer Learning from Foundational Optimization Embeddings to Unsupervised SAT Representations  🧮SMT Solvers
arxiv.org·5d
HARBOR: Automated Harness Optimization  🔗Topological Sorting
arxiv.org·1d
Weak-Link Optimization for Multi-Agent Reasoning and Collaboration  🔲Cellular Automata
arxiv.org·5d
EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent Delegation  🔲Cellular Automata
arxiv.org·2d
Exploiting LLM-as-a-Judge Disposition on Free Text Legal QA via Prompt Optimization  ⚡Proof Automation
arxiv.org·2d
AutoPPA: Automated Circuit PPA Optimization via Contrastive Code-based Rule Library Learning  ⚙️Logic Synthesis
arxiv.org·4d

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