zepingyu0512 / awesome-SAE
awesome SAE papers
☆24Updated last month
Alternatives and similar repositories for awesome-SAE:
Users that are interested in awesome-SAE are comparing it to the libraries listed below
- A curated list of resources for activation engineering☆46Updated 2 weeks ago
- ☆13Updated 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…☆65Updated last month
- ☆15Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated 11 months ago
- Implementation code for ACL2024:Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆13Updated 11 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆52Updated 4 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆110Updated 6 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆29Updated 4 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated 3 weeks ago
- ☆12Updated 6 months ago
- LoFiT: Localized Fine-tuning on LLM Representations☆34Updated 2 months ago
- ☆15Updated 3 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆37Updated 3 months ago
- ☆18Updated last month
- ☆105Updated 6 months ago
- Safety-J: Evaluating Safety with Critique☆16Updated 8 months ago
- [ACL'2024 Findings] "Understanding and Patching Compositional Reasoning in LLMs"☆12Updated 7 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆60Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆107Updated last year
- ☆73Updated 10 months ago
- ☆24Updated 2 years ago
- ☆16Updated last week
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆54Updated 11 months ago
- ☆50Updated last year
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆82Updated 8 months ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆63Updated 5 months ago
- The official repo of paper "Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller"☆18Updated 7 months ago
- ☆38Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆107Updated 6 months ago