google-deepmind / opro
official code for "Large Language Models as Optimizers"
☆538Updated 4 months ago
Alternatives and similar repositories for opro:
Users that are interested in opro are comparing it to the libraries listed below
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆244Updated last year
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆833Updated this week
- Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models☆327Updated last year
- ICML 2024: Improving Factuality and Reasoning in Language Models through Multiagent Debate☆427Updated this week
- LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.☆681Updated 6 months ago
- RewardBench: the first evaluation tool for reward models.☆559Updated 2 months ago
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆308Updated 11 months ago
- Code for Quiet-STaR☆731Updated 8 months ago
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆513Updated 10 months ago
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆518Updated 5 months ago
- Code repo for "WebArena: A Realistic Web Environment for Building Autonomous Agents"☆975Updated 2 months ago
- [NeurIPS 2022] 🛒WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents☆333Updated 7 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆481Updated 3 months ago
- MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering☆685Updated 2 weeks ago
- Official repository for ORPO☆448Updated 10 months ago
- Official implementation of the paper Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers☆139Updated last month
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆878Updated 2 months ago
- [ICML 2024] Official repository for "Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models"☆750Updated 8 months ago
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them☆483Updated 10 months ago
- [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …☆681Updated last month
- Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".☆595Updated last week
- AIDE: AI-Driven Exploration in the Space of Code. State of the Art machine Learning engineering agents that automates AI R&D.☆869Updated last week
- Code for paper "G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment"☆328Updated last year
- xLAM: A Family of Large Action Models to Empower AI Agent Systems☆410Updated last week
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,724Updated 4 months ago
- Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)☆204Updated 2 years ago
- Representation Engineering: A Top-Down Approach to AI Transparency☆819Updated 8 months ago
- [NeurIPS 2024 Spotlight] Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models☆630Updated last month
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆952Updated 2 weeks ago
- [ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"☆343Updated 4 months ago