HenryCai11 / LLM-Self-ControlLinks
The official repo of paper "Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller"
☆18Updated last year
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:
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆101Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆63Updated 9 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆60Updated last year
- awesome SAE papers☆42Updated 3 months ago
- ☆26Updated 4 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆114Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆127Updated 5 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆153Updated 6 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆75Updated 8 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆41Updated 9 months ago
- ☆172Updated last year
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆32Updated 6 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆61Updated 8 months ago
- ☆33Updated last year
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆133Updated 11 months ago
- [ACL 2024 main] Aligning Large Language Models with Human Preferences through Representation Engineering (https://aclanthology.org/2024.…☆26Updated 11 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆36Updated last month
- This is a unified platform for implementing and evaluating test-time reasoning mechanisms in Large Language Models (LLMs).☆20Updated 7 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆123Updated last month
- FeatureAlignment = Alignment + Mechanistic Interpretability☆29Updated 5 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆86Updated 6 months ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆99Updated 3 months ago
- ☆54Updated 2 years ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆80Updated 7 months ago
- ☆60Updated 5 months ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆26Updated last year
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆59Updated last month
- ☆67Updated 2 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆99Updated last week
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆91Updated last month