Trustworthy-ML-Lab / ThinkEditLinks
[EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study uncovering how reasoning length is encoded in the model’s representation space.
☆16Updated last week
Alternatives and similar repositories for ThinkEdit
Users that are interested in ThinkEdit are comparing it to the libraries listed below
Sorting:
- [COLM 2025] SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆47Updated 8 months ago
- [NeurIPS 2025] The implementation of paper "On Reasoning Strength Planning in Large Reasoning Models"☆27Updated 5 months ago
- A Sober Look at Language Model Reasoning☆92Updated last month
- ☆31Updated 9 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆51Updated this week
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆37Updated 5 months ago
- ☆55Updated 2 years ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆92Updated last year
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆86Updated 6 months ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆31Updated 3 months ago
- ☆65Updated 9 months ago
- This is the official code for the paper "Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable".☆26Updated 9 months ago
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆22Updated 2 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆48Updated last year
- ☆72Updated 8 months ago
- ☆18Updated last year
- ☆69Updated last year
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆98Updated 10 months ago
- ☆51Updated last year
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆88Updated 8 months ago
- [NeurIPS25] Official repo for "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning"☆37Updated 2 months ago
- ☆59Updated 5 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆197Updated 3 weeks ago
- ☆11Updated 4 months ago
- Codebase for decoding compressed trust.☆25Updated last year
- [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"☆14Updated 9 months ago
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆30Updated last year
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆39Updated last year
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆20Updated last month
- 📜 Paper list on decoding methods for LLMs and LVLMs☆68Updated last month