iQua / llmpebase
This is a unified platform for implementing and evaluating test-time reasoning mechanisms in Large Language Models (LLMs).
☆15Updated 3 months ago
Alternatives and similar repositories for llmpebase:
Users that are interested in llmpebase are comparing it to the libraries listed below
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 6 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆57Updated 4 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 4 months ago
- ☆44Updated 5 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆59Updated last month
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆32Updated 3 weeks ago
- The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agen…☆26Updated last year
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated 5 months ago
- ☆54Updated 6 months ago
- AbstainQA, ACL 2024☆25Updated 6 months ago
- Evaluate the Quality of Critique☆34Updated 10 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆114Updated 3 weeks ago
- ☆13Updated 9 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated last year
- ☆107Updated 2 weeks ago
- ☆12Updated 9 months ago
- ☆59Updated 7 months ago
- This the implementation of LeCo☆32Updated 3 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆60Updated 4 months ago
- What Makes a Reward Model a Good Teacher? An Optimization Perspective☆22Updated last week
- The repository of the project "Fine-tuning Large Language Models with Sequential Instructions", code base comes from open-instruct and LA…☆29Updated 4 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆18Updated last week
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆16Updated last year
- ☆65Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 7 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆98Updated last year
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆39Updated 6 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆53Updated 4 months ago
- Public code repo for COLING 2025 paper "Aligning LLMs with Individual Preferences via Interaction"☆26Updated 2 weeks ago