holarissun / Prompt-OIRL
code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning
☆35Updated 9 months ago
Alternatives and similar repositories for Prompt-OIRL:
Users that are interested in Prompt-OIRL are comparing it to the libraries listed below
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆109Updated 2 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆85Updated 11 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆124Updated 6 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆64Updated 4 months ago
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆24Updated last year
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆138Updated last month
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆33Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆49Updated 3 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆111Updated 4 months ago
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆100Updated last year
- [NeurIPS 2023] Large Language Models Are Semi-Parametric Reinforcement Learning Agents☆33Updated 8 months ago
- GenRM-CoT: Data release for verification rationales☆42Updated 3 months ago
- ☆39Updated 2 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆124Updated 9 months ago
- Domain-specific preference (DSP) data and customized RM fine-tuning.☆24Updated 10 months ago
- The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Pla…☆81Updated 5 months ago
- [ACL 2024] Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models☆15Updated 6 months ago
- Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWW…☆124Updated last year
- [ICML 2024] Language Models Represent Beliefs of Self and Others☆30Updated 3 months ago
- Rewarded soups official implementation☆54Updated last year
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆49Updated 7 months ago
- ☆42Updated last year
- This my attempt to create Self-Correcting-LLM based on the paper Training Language Models to Self-Correct via Reinforcement Learning by g…☆29Updated 2 weeks ago
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆32Updated 3 months ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆31Updated 10 months ago
- ☆110Updated 3 weeks ago
- Lightweight Adapting for Black-Box Large Language Models☆19Updated 11 months ago
- ☆21Updated 3 months ago
- ☆24Updated 7 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆39Updated 2 months ago