LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
☆805Oct 4, 2024Updated last year
Alternatives and similar repositories for self-refine
Users that are interested in self-refine are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A set of utilities for running few-shot prompting experiments on large-language models☆124Oct 25, 2023Updated 2 years ago
- [NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning☆3,180Jan 14, 2025Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆572Oct 28, 2024Updated last year
- [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models☆5,991Jan 16, 2025Updated last year
- Data and Code for Program of Thoughts [TMLR 2023]☆314May 15, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,108Oct 5, 2023Updated 2 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,773Aug 4, 2024Updated last year
- About The corresponding code from our paper " REFINER: Reasoning Feedback on Intermediate Representations" (EACL 2024). Do not hesitate t…☆75Jan 27, 2026Updated 4 months ago
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆571Nov 13, 2023Updated 2 years ago
- Multi-agent Social Simulation + Efficient, Effective, and Stable alternative of RLHF. Code for the paper "Training Socially Aligned Langu…☆354Jun 18, 2023Updated 2 years ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆1,010May 21, 2025Updated last year
- [ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models☆3,970Feb 6, 2024Updated 2 years ago
- ☆1,359Apr 29, 2024Updated 2 years ago
- PaL: Program-Aided Language Models (ICML 2023)☆522Jun 30, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,994Aug 9, 2025Updated 10 months ago
- This is the official implementation of "Progressive-Hint Prompting Improves Reasoning in Large Language Models"☆209Oct 11, 2023Updated 2 years ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,600Mar 27, 2023Updated 3 years ago
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆2,141Jun 1, 2023Updated 3 years ago
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆88Aug 10, 2024Updated last year
- Code for Arxiv 2023: Improving Language Model Negociation with Self-Play and In-Context Learning from AI Feedback☆208May 24, 2023Updated 3 years ago
- This repository contains some of the code used in the paper "Training Language Models with Langauge Feedback at Scale"☆26Mar 30, 2023Updated 3 years ago
- A library for advanced large language model reasoning☆2,343Jun 10, 2025Updated last year
- We have released the code and demo program required for LLM with self-verification☆61Oct 18, 2023Updated 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.
- Generative Judge for Evaluating Alignment☆250Jan 18, 2024Updated 2 years ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆769Jul 20, 2023Updated 2 years ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,394May 25, 2024Updated 2 years ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,409Updated this week
- Resource, Evaluation and Detection Papers for ChatGPT☆455Mar 21, 2024Updated 2 years ago
- A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research …☆1,015Dec 16, 2024Updated last year
- Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI☆2,057Jul 22, 2024Updated last year
- ☆1,565Updated this week
- Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".☆168May 7, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".☆1,140Dec 23, 2023Updated 2 years ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,619Updated this week
- ☆775Jun 13, 2024Updated 2 years ago
- Instruction Tuning with GPT-4☆4,336Jun 11, 2023Updated 3 years ago
- [NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web" -- the first LLM-based web agent and benchmark for generalist w…☆1,000Nov 5, 2025Updated 7 months ago
- Code and data for "Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs"☆478Mar 19, 2024Updated 2 years ago
- FacTool: Factuality Detection in Generative AI☆932Aug 19, 2024Updated last year