yifan-h / MechanisticProbeLinks
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models
☆14Updated last year
Alternatives and similar repositories for MechanisticProbe
Users that are interested in MechanisticProbe are comparing it to the libraries listed below
Sorting:
- ☆35Updated 3 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆35Updated 3 weeks ago
- ☆46Updated 7 months ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆22Updated 3 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 5 months ago
- ☆13Updated 10 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated last month
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆48Updated 2 weeks ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆79Updated 9 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated 6 months ago
- ☆70Updated 4 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆65Updated last month
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆32Updated 8 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- This is a unified platform for implementing and evaluating test-time reasoning mechanisms in Large Language Models (LLMs).☆18Updated 4 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆58Updated 6 months ago
- A Survey on the Honesty of Large Language Models☆57Updated 5 months ago
- ☆40Updated last year
- Rewarded soups official implementation☆58Updated last year
- ☆30Updated 7 months ago
- What Makes a Reward Model a Good Teacher? An Optimization Perspective☆31Updated last month
- official implementation of paper "Process Reward Model with Q-value Rankings"☆59Updated 4 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 8 months ago
- [ACL 2024] Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models☆21Updated 10 months ago
- SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433☆25Updated 6 months ago
- The rule-based evaluation subset and code implementation of Omni-MATH☆22Updated 5 months ago
- Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models☆36Updated 2 weeks ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 7 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆123Updated 2 months ago