google-deepmind / oproLinks
official code for "Large Language Models as Optimizers"
☆576Updated 6 months ago
Alternatives and similar repositories for opro
Users that are interested in opro are comparing it to the libraries listed below
Sorting:
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆244Updated last year
- Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models☆350Updated last year
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆859Updated 2 weeks ago
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them☆497Updated last year
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆326Updated last year
- RewardBench: the first evaluation tool for reward models.☆604Updated 2 weeks ago
- LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.☆706Updated 8 months ago
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆537Updated last year
- ☆939Updated 5 months ago
- Official repository for ORPO☆455Updated last year
- MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering☆760Updated last week
- [ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"☆383Updated last week
- This is the official repo for "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization". PromptAgen…☆291Updated 10 months ago
- Code for Quiet-STaR☆734Updated 10 months ago
- Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)☆206Updated 2 years ago
- Official implementation of the paper Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers☆155Updated 3 months ago
- Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding☆390Updated last year
- ICML 2024: Improving Factuality and Reasoning in Language Models through Multiagent Debate☆445Updated 2 months ago
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆533Updated 7 months ago
- Prod Env☆424Updated last year
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆963Updated last month
- A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.☆367Updated last year
- Official repo for the paper "Scaling Synthetic Data Creation with 1,000,000,000 Personas"☆1,202Updated 4 months ago
- Code and implementations for the paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhiheng Xi e…☆493Updated 3 months ago
- [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …☆717Updated 3 months ago
- Automated Evaluation of RAG Systems☆613Updated 3 months ago
- Code and Data for Tau-Bench☆624Updated 5 months ago
- An extensible benchmark for evaluating large language models on planning☆384Updated this week
- ☆182Updated 5 months ago
- FuseAI Project☆576Updated 5 months ago