RUCAIBox / GPOLinks
About The official GitHub page for ''Unleashing the Potential of Large Language Models as Prompt Optimizers: An Analogical Analysis with Gradient-based Model Optimizers'' Resources
☆29Updated last year
Alternatives and similar repositories for GPO
Users that are interested in GPO are comparing it to the libraries listed below
Sorting:
- augmented LLM with self reflection☆137Updated 2 years ago
- ☆104Updated last year
- Self-Reflection in LLM Agents: Effects on Problem-Solving Performance☆93Updated last year
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆53Updated 6 months ago
- [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems☆125Updated 8 months ago
- This the implementation of LeCo☆31Updated last year
- Reformatted Alignment☆111Updated last year
- ☆130Updated last year
- This is the implementation for the paper "LARGE LANGUAGE MODEL CASCADES WITH MIX- TURE OF THOUGHT REPRESENTATIONS FOR COST- EFFICIENT REA…☆29Updated last year
- ☆53Updated last year
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆126Updated last year
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆60Updated last year
- [ACL 2025 Findings] Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts (As Huggingface Daily Papers: …☆90Updated 2 months ago
- [NeurIPS 2024] A comprehensive benchmark for evaluating critique ability of LLMs☆49Updated last year
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆85Updated last year
- This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognitio…☆110Updated 4 months ago
- Automatic prompt optimization framework for multi-step agent tasks.☆36Updated last year
- "Improving Mathematical Reasoning with Process Supervision" by OPENAI☆114Updated last week
- ☆123Updated last year
- WideSearch: Benchmarking Agentic Broad Info-Seeking☆118Updated 4 months ago
- HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models☆53Updated last year
- ☆38Updated last year
- Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models☆101Updated 2 years ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆129Updated last year
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆87Updated 10 months ago
- ☆46Updated 8 months ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆149Updated last year
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆120Updated last week
- ☆62Updated last year