HenryCai11 / LLM-Self-Control
The official repo of paper "Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller"
☆18Updated 9 months ago
Alternatives and similar repositories for LLM-Self-Control
Users that are interested in LLM-Self-Control are comparing it to the libraries listed below
Sorting:
- awesome SAE papers☆27Updated 2 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆32Updated 6 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆57Updated 5 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆40Updated last month
- A curated list of resources for activation engineering☆74Updated last week
- ☆24Updated last month
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆29Updated 3 months ago
- A resource repository for representation engineering in large language models☆120Updated 6 months ago
- ☆30Updated last year
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆22Updated 9 months ago
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆22Updated last month
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆109Updated last year
- [ACL'24] Chain of Thought (CoT) is significant in improving the reasoning abilities of large language models (LLMs). However, the correla…☆46Updated last week
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated 2 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆35Updated 4 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆119Updated last month
- ☆23Updated 7 months ago
- Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)☆21Updated 5 months ago
- Lightweight Adapting for Black-Box Large Language Models☆22Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆72Updated 2 months ago
- ☆23Updated 5 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆146Updated 2 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆76Updated last month
- [ICLR 2025 Workshop] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"☆18Updated 3 weeks ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆22Updated 3 months ago
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆42Updated last month
- ☆31Updated 2 months ago
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆96Updated 9 months ago
- Collection of Reverse Engineering in Large Model☆32Updated 4 months ago