thunlp / Optima
Code for paper "Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System"
☆52Updated 4 months ago
Alternatives and similar repositories for Optima:
Users that are interested in Optima are comparing it to the libraries listed below
- ☆103Updated 2 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆75Updated 2 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆98Updated 3 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆57Updated 3 months ago
- Implementation of the Quiet-STAR paper (https://arxiv.org/pdf/2403.09629.pdf)☆53Updated 7 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆56Updated 5 months ago
- Source code for our paper: "Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction A…☆44Updated last year
- Flow of Reasoning: Training LLMs for Divergent Problem Solving with Minimal Examples☆76Updated 2 weeks ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆45Updated 4 months ago
- This is an official implementation of the paper ``Building Math Agents with Multi-Turn Iterative Preference Learning'' with multi-turn DP…☆23Updated 3 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆127Updated 4 months ago
- Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"☆86Updated 5 months ago
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆29Updated 9 months ago
- [NeurIPS 2024] Agent Planning with World Knowledge Model☆117Updated 3 months ago
- Critique-out-Loud Reward Models☆55Updated 5 months ago
- ☆143Updated 3 months ago
- ☆65Updated 4 months ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆130Updated 3 months ago
- Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)☆61Updated 10 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆101Updated this week