zepingyu0512 / awesome-SAE
awesome SAE papers
☆27Updated 2 months ago
Alternatives and similar repositories for awesome-SAE
Users that are interested in awesome-SAE are comparing it to the libraries listed below
Sorting:
- ☆34Updated 2 months ago
- A curated list of resources for activation engineering☆69Updated this week
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆32Updated 5 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆57Updated 5 months ago
- ☆23Updated 5 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…☆79Updated 2 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated last year
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated 2 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆116Updated 7 months ago
- LoFiT: Localized Fine-tuning on LLM Representations☆38Updated 3 months ago
- Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)☆21Updated 4 months ago
- ☆14Updated 4 months ago
- ☆29Updated 2 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆109Updated last year
- A resource repository for representation engineering in large language models☆120Updated 5 months ago
- ☆12Updated 8 months ago
- ☆17Updated last year
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆115Updated 2 weeks ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆46Updated 4 months ago
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆29Updated 3 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year
- ☆23Updated 7 months ago
- Implementation code for ACL2024:Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆35Updated 3 months ago
- [ACL'2024 Findings] "Understanding and Patching Compositional Reasoning in LLMs"☆12Updated 8 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆36Updated last month
- The Paper List on Data Contamination for Large Language Models Evaluation.☆93Updated last month
- Model merging is a highly efficient approach for long-to-short reasoning.☆46Updated last month
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆76Updated last month
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆109Updated 8 months ago