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- ORLM: Training Large Language Models for Optimization Modeling
ORLM: Training Large Language Models for Optimization Modeling This project explores training open-source LLMs for optimization modeling We identify four critical requirements for the training dataset of OR LLMs, design and implement OR-Instruct, a semi-automated process for creating synthetic data tailored to specific requirements
- Home - Our Ladys Rosary Makers
OLRM provides low cost materials, resources, and support in the spirit of Br Sylvan’s mission and vision We are a member driven, non-profit, Catholic lay apostolate within the Archdiocese of Louisville
- [2405. 17743] ORLM: A Customizable Framework in Training Large Models . . .
To address these challenges, our work is the first to propose a viable path for training open-source LLMs that are capable of optimization modeling and developing solver codes, eventually leading to a superior ability for automating optimization modeling and solving
- ORLM: A Customizable Framework in Training Large Models for Automated . . .
To address these challenges, our work is the first to propose a viable path for training open-source LLMs that are capable of optimization modeling and developing solver codes, eventually leading to a superior ability for automating optimization modeling and solving
- 智能决策大模型ORLM的研发与商业应用落地 - 知乎
ORLM 大模型旨在为与运筹学原理相关的现实决策问题提供具有商业价值的最优解方案，为确保相应技术能够经受住工业问题的考验（特别是考虑到现实生产、调度问题的高复杂特性），在丰富语料和模型训练方面，倾注了大量的精力和创新性探索。
- 论文速览【LLM】 —— 【ORLM】Training Large Language Models for Optimization . . .
我们将 OR-Instruct 的合成数据应用于多个 7b 大小的开源 LLMs（称为ORLMs），显著提高了模型的优化问题建模能力。 我们最佳表现的 ORLM 在 NL4OPT、MAMO 和 IndustryOR 基 准测试上取得了最佳性能
- CardinalOperations ORLM-LLaMA-3-8B · Hugging Face
Build a mathematical model and corresponding python code using `coptpy` that appropriately addresses the question A lab has 1000 units of medicinal ingredients to make two pills, a large pill and a small pill A large pill requires 3 units of medicinal ingredients and 2 units of filler
- 港中大（深圳）研发首个开源运筹大模型ORLM，助力运筹学步入智能新时代 | 香港中文大学（深圳）数据科学学院
近日，由香港中文大学（深圳）、上海交通大学、上海财经大学、杉数科技等联合研发的ORLM智能决策大模型相关成果被运筹学领域国际顶级期刊《运筹学》（Operations Research）正式接收，这是该期刊创刊70余年来首次收录关于大语言模型的研究论文。
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