Code for paper "Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System"
☆72Nov 14, 2024Updated last year
Alternatives and similar repositories for Optima
Users that are interested in Optima are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Jul 23, 2024Updated last year
- ☆18Mar 2, 2026Updated 2 months ago
- Codebase for Instruction Following without Instruction Tuning☆36Sep 24, 2024Updated last year
- ☆36Feb 15, 2024Updated 2 years ago
- ☆43May 3, 2026Updated 2 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official code implementation for the ACL 2025 paper: 'Dynamic Scaling of Unit Tests for Code Reward Modeling'☆27May 16, 2025Updated last year
- A Recipe for Building LLM Reasoners to Solve Complex Instructions☆32Oct 9, 2025Updated 7 months ago
- ☆46Oct 22, 2024Updated last year
- ☆16Feb 4, 2025Updated last year
- Control LLM☆23Apr 6, 2025Updated last year
- MUA-RL: MULTI-TURN USER-INTERACTING AGENT REINFORCEMENT LEARNING FOR AGENTIC TOOL USE☆59Nov 5, 2025Updated 6 months ago
- ☆75Jun 10, 2025Updated 11 months ago
- SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning☆187Mar 27, 2026Updated last month
- X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains☆49Feb 4, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆30Aug 9, 2025Updated 9 months ago
- Source code of our EMNLP 2024 paper "FactAlign: Long-form Factuality Alignment of Large Language Models"☆19Oct 3, 2024Updated last year
- ACL24☆11Jun 7, 2024Updated last year
- ☆124Feb 21, 2025Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆66Oct 18, 2024Updated last year
- [TMLR 2024] Official implementation of "Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics"☆20Sep 15, 2023Updated 2 years ago
- Code for paper "Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication"☆23Mar 30, 2024Updated 2 years ago
- Implementation for the paper "Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning"☆11Jan 10, 2025Updated last year
- This project studies the performance and robustness of language models and task-adaptation methods.☆154May 18, 2024Updated 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.
- OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System.☆20Oct 14, 2024Updated last year
- [ACL 2026] R-Search: Empowering LLM Reasoning with Search via Multi-Reward Reinforcement Learning☆29Jan 4, 2026Updated 4 months ago
- ☆337May 31, 2025Updated 11 months ago
- Benchmarking Social Intelligence of Language Agents through Interactive Scenarios☆13Jan 4, 2025Updated last year
- ☆13Jun 4, 2024Updated last year
- [NAACL 2024] CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions☆13May 7, 2024Updated 2 years ago
- [ICML 2025] Beyond Bradley-Terry Models: A General Preference Model for Language Model Alignment (https://arxiv.org/abs/2410.02197)☆41Sep 8, 2025Updated 8 months ago
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆32Jan 23, 2025Updated last year
- Codes for our paper "ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate"☆333Oct 19, 2024Updated last year
- 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.
- Bayes-Adaptive RL for LLM Reasoning☆46May 28, 2025Updated 11 months ago
- Codes for our paper "AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems"☆13Dec 13, 2024Updated last year
- Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoning☆15Jun 28, 2025Updated 10 months ago
- ☆38May 15, 2025Updated last year
- Structured Pruning Adapters in PyTorch☆19Aug 30, 2023Updated 2 years ago
- [ICML‘25] Official code for paper "Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training an…☆13Apr 17, 2025Updated last year
- Sotopia-RL: Reward Design for Social Intelligence☆50Apr 1, 2026Updated last month