ChnQ / MI-PeaksLinks
☆51Updated 2 months ago
Alternatives and similar repositories for MI-Peaks
Users that are interested in MI-Peaks are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆80Updated 9 months ago
- ☆167Updated 4 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆159Updated this week
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆86Updated 7 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆80Updated 3 months ago
- ☆269Updated 2 months ago
- Official repository for "CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation"☆25Updated last month
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆37Updated 2 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆90Updated 7 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 6 months ago
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆139Updated 2 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆88Updated last year
- ☆53Updated 3 months ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆58Updated 3 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆46Updated 3 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆81Updated 7 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆337Updated 2 months ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆26Updated 7 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆44Updated last year
- ☆67Updated 5 months ago
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆42Updated 5 months ago
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆182Updated 3 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆29Updated 6 months ago
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆48Updated 4 months ago
- A Sober Look at Language Model Reasoning☆83Updated 3 weeks ago
- 🔥🔥🔥Latest Papers, Codes on Uncertainty-based RL☆50Updated last month
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆109Updated last month
- Model merging is a highly efficient approach for long-to-short reasoning.☆83Updated 4 months ago
- ☆127Updated 6 months ago