ishmael233 / LLM4OPTLinks
A collection of LLMs for optimization, including modeling and solving
☆27Updated last month
Alternatives and similar repositories for LLM4OPT
Users that are interested in LLM4OPT are comparing it to the libraries listed below
Sorting:
- OptiBench and ReSocratic Synthesis Method☆27Updated last month
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆92Updated 6 months ago
- Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"☆104Updated 8 months ago
- Large Language Model for MOEA☆61Updated last year
- [EMNLP 2024 Industry Track & KDD UrbComp 2024 Best Paper Award] ITINERA: Integrating Spatial Optimization with Large Language Models for …☆60Updated 5 months ago
- LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey | Awesome Human-Agent Collaboration | Human-AI Collaboration☆159Updated last week
- [NeurIPS2025] Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition☆25Updated 2 weeks ago
- ☆13Updated last year
- LLM4OR homepage project.☆16Updated 2 months ago
- An index of algorithms for reinforcement learning from human feedback (rlhf))☆92Updated last year
- Official implementation for 'Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient LLM Reasoning'☆24Updated 8 months ago
- A Survey of Personalization: From RAG to Agent☆79Updated 3 months ago
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆251Updated last year
- [ICML 2025] "From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium"☆27Updated 4 months ago
- Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"☆54Updated 5 months ago
- Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆28Updated 2 months ago
- [ICLR 2025] Official code of "Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization"☆18Updated last year
- Exact Pareto Optimal solutions for preference based Multi-Objective Optimization☆65Updated 3 years ago
- ☆89Updated 7 months ago
- ☆65Updated 11 months ago
- Evolution of Heuristics☆224Updated last month
- ☆42Updated 3 weeks ago
- [ICML'25 Oral] Multi-agent Architecture Search via Agentic Supernet☆204Updated 5 months ago
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆117Updated 7 months ago
- [NeurIPS 2024] GITA: Graph to Image-Text Integration for Vision-Language Graph Reasoning☆52Updated 11 months ago
- ☆194Updated 3 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆91Updated last year
- Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples☆44Updated 3 months ago
- OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM☆63Updated 2 months ago
- Repo of "Large Language Model-based Human-Agent Collaboration for Complex Task Solving(EMNLP2024 Findings)"☆34Updated last year