official code for "Large Language Models as Optimizers"
☆764Dec 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.☆251Mar 19, 2024Updated 2 years ago
- ☆1,361Apr 29, 2024Updated 2 years ago
- Large language model as optimizer☆21Apr 26, 2024Updated 2 years ago
- Large Language Model for MOEA☆63May 30, 2024Updated 2 years ago
- This is the official repo for "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization". PromptAgen…☆354Jul 17, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Evolution of Heuristics☆348Jun 28, 2026Updated 3 weeks ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆289Jan 24, 2026Updated 5 months ago
- Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models☆412Jun 26, 2026Updated 3 weeks ago
- Official implementation of the paper Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers☆248Sep 22, 2025Updated 9 months ago
- A Collection on Large Language Models for Optimization☆382Mar 31, 2026Updated 3 months ago
- TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.☆3,657Jul 25, 2025Updated 11 months ago
- Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"☆114Dec 18, 2024Updated last year
- Code for our paper: "GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models"☆56Apr 23, 2023Updated 3 years ago
- DSPy: The framework for programming—not prompting—language models☆36,252Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Experimental toolbox for quantum Shapley values.☆10Jan 2, 2024Updated 2 years ago
- [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models☆6,030Jan 16, 2025Updated last year
- Recent research papers about Foundation Models for Combinatorial Optimization☆569Jul 12, 2026Updated last week
- MATLAB Simulink Based Fault Tree Analyzer☆10Mar 12, 2024Updated 2 years ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,438Jun 17, 2026Updated last month
- Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"☆2,823Mar 24, 2026Updated 3 months ago
- ICML 2024: Improving Factuality and Reasoning in Language Models through Multiagent Debate☆543Apr 24, 2025Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆137Mar 21, 2025Updated last year
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆1,009May 21, 2025Updated last year
- 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.
- Official Implementation of InstructZero; the first framework to optimize bad prompts of ChatGPT(API LLMs) and finally obtain good prompts…☆201Jul 23, 2024Updated last year
- LLM4AD: A Platform for Algorithm Design with Large Language Model☆761Jun 30, 2026Updated 3 weeks ago
- Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".☆692Jun 18, 2026Updated last month
- 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
- [ICLR 2025] Automated Design of Agentic Systems☆1,615Jan 28, 2025Updated last year
- Accompanying repo for the RLPrompt paper☆366Jun 6, 2024Updated 2 years ago
- Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding☆421Feb 7, 2024Updated 2 years ago
- ☆1,094Feb 5, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆242Jul 2, 2026Updated 2 weeks ago
- Train transformer language models with reinforcement learning.☆18,892Updated this week
- ☆18Jun 18, 2024Updated 2 years ago
- ☆17Aug 17, 2021Updated 4 years 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)☆3,586Feb 8, 2026Updated 5 months ago
- A framework for prompt tuning using Intent-based Prompt Calibration☆2,991Dec 2, 2025Updated 7 months ago