official code for "Large Language Models as Optimizers"
☆787Dec 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:
- ☆1,368Apr 29, 2024Updated 2 years ago
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆249Mar 19, 2024Updated 2 years ago
- Evolution of Heuristics☆376Aug 6, 2026Updated 2 months ago
- Official implementation of the paper Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers☆254Sep 22, 2025Updated last year
- Large language model as optimizer☆22Apr 26, 2024Updated 2 years 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☆420Oct 20, 2026Updated last week
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆306Jan 24, 2026Updated 9 months ago
- TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.☆3,783Jul 25, 2025Updated last year
- A Collection on Large Language Models for Optimization☆409Mar 31, 2026Updated 7 months ago
- This is the official repo for "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization". PromptAgen…☆359Jul 17, 2025Updated last year
- Large Language Model for MOEA☆62May 30, 2024Updated 2 years ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆597Oct 15, 2026Updated 2 weeks ago
- [ACL 2024] Prompt Optimization via Adversarial In-Context Learning☆13Sep 4, 2024Updated 2 years ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,484Sep 15, 2026Updated last month
- 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.
- DSPy: The framework for programming—not prompting—language models☆38,887Updated this week
- Code for our paper: "GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models"☆57Apr 23, 2023Updated 3 years ago
- [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models☆6,087Jan 16, 2025Updated last year
- Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"☆124Dec 18, 2024Updated last year
- Train transformer language models with reinforcement learning.☆19,649Updated this week
- ☆1,140Feb 5, 2024Updated 2 years ago
- ☆66Dec 6, 2024Updated last year
- Optimization Modeling Using mip Solvers and large language models☆307Nov 4, 2025Updated 11 months ago
- A framework for prompt tuning using Intent-based Prompt Calibration☆3,022Dec 2, 2025Updated 11 months 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.
- Code for the "Cultural evolution in populations of Large Language Models" paper☆36Oct 15, 2026Updated 2 weeks ago
- Official implementation of ICML'25 paper "Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings"☆12Jun 8, 2025Updated last year
- Experimental toolbox for quantum Shapley values.☆11Jan 2, 2024Updated 2 years ago
- ☆335Jun 24, 2024Updated 2 years ago
- ☆68Jun 27, 2022Updated 4 years ago
- ☆13Aug 5, 2025Updated last year
- code for paper "Large Language Models as End-to-end Combinatorial Optimization Solvers"☆95Oct 24, 2025Updated last year
- Official Implementation of InstructZero; the first framework to optimize bad prompts of ChatGPT(API LLMs) and finally obtain good prompts…☆201Jul 23, 2024Updated 2 years ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆1,010May 21, 2025Updated 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.
- Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"☆2,851Mar 24, 2026Updated 7 months ago
- LLM4AD: A Platform for Algorithm Design with Large Language Model☆802Updated this week
- Codebase describing experiments in Truncation Sampling as Language Model Desmoothing☆13Dec 6, 2022Updated 3 years ago
- A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)☆3,806Feb 8, 2026Updated 8 months ago
- Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)☆2,057Mar 13, 2024Updated 2 years ago
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆24,091Updated this week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,866Updated this week