official code for "Large Language Models as Optimizers"
☆744Dec 4, 2024Updated last year
Alternatives and similar repositories for opro
Users that are interested in opro are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆252Mar 19, 2024Updated 2 years ago
- ☆1,356Apr 29, 2024Updated 2 years ago
- Large language model as optimizer☆21Apr 26, 2024Updated 2 years ago
- Large Language Model for MOEA☆63May 30, 2024Updated last year
- This is the official repo for "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization". PromptAgen…☆353Jul 17, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models☆407May 11, 2026Updated last week
- Official implementation of the paper Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers☆237Sep 22, 2025Updated 7 months ago
- Implementing the OPRO paper☆16Sep 18, 2023Updated 2 years ago
- A Collection on Large Language Models for Optimization☆367Mar 31, 2026Updated last month
- TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.☆3,554Jul 25, 2025Updated 9 months ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆274Jan 24, 2026Updated 3 months ago
- DSPy: The framework for programming—not prompting—language models☆34,496Updated this week
- Code for our paper: "GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models"☆56Apr 23, 2023Updated 3 years ago
- [AAAI-25] HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs☆36Feb 21, 2026Updated 3 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156☆50Dec 14, 2023Updated 2 years ago
- Experimental toolbox for quantum Shapley values.☆10Jan 2, 2024Updated 2 years ago
- [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models☆5,951Jan 16, 2025Updated last year
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,388Updated this week
- Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"☆2,660Mar 24, 2026Updated last month
- Evolution of Heuristics☆317Apr 17, 2026Updated last month
- Recent research papers about Foundation Models for Combinatorial Optimization☆533May 15, 2026Updated last week
- MATLAB Simulink Based Fault Tree Analyzer☆10Mar 12, 2024Updated 2 years ago
- Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"☆108Dec 18, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆136Mar 21, 2025Updated last year
- ICML 2024: Improving Factuality and Reasoning in Language Models through Multiagent Debate☆528Apr 24, 2025Updated last year
- Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".☆685Updated this week
- Official Implementation of InstructZero; the first framework to optimize bad prompts of ChatGPT(API LLMs) and finally obtain good prompts…☆199Jul 23, 2024Updated last year
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆1,006May 21, 2025Updated last year
- [ICLR 2025] Automated Design of Agentic Systems☆1,577Jan 28, 2025Updated last year
- PyTorch implementation of the paper "Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization" (ICLR 2021)☆35Jun 17, 2022Updated 3 years ago
- Source code for the paper "Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data"☆20Feb 24, 2024Updated 2 years ago
- A set of functions for well-known Cumulative Distribution Function (CDF)-based distance measure☆15Jan 5, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Accompanying repo for the RLPrompt paper☆364Jun 6, 2024Updated last year
- ☆1,064Feb 5, 2024Updated 2 years ago
- ☆242Feb 23, 2026Updated 2 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆124Sep 9, 2024Updated last year
- A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)☆3,418Feb 8, 2026Updated 3 months ago
- Train transformer language models with reinforcement learning.☆18,411Updated this week
- ☆335Jun 24, 2024Updated last year