zepingyu0512 / awesome-LLM-neuron
☆13Updated 2 months ago
Alternatives and similar repositories for awesome-LLM-neuron:
Users that are interested in awesome-LLM-neuron are comparing it to the libraries listed below
- awesome SAE papers☆24Updated last month
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆213Updated last week
- A resource repository for representation engineering in large language models☆116Updated 4 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆29Updated 4 months ago
- [ACL'2024 Findings] "Understanding and Patching Compositional Reasoning in LLMs"☆12Updated 7 months ago
- ☆15Updated 3 months ago
- Code for the ACL-2022 paper "Knowledge Neurons in Pretrained Transformers"☆165Updated 10 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
- ☆19Updated 5 months ago
- ☆43Updated 9 months ago
- ☆16Updated last year
- The official repo of paper "Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller"☆18Updated 7 months ago
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆95Updated 7 months ago
- ☆41Updated last year
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated 3 weeks ago
- ☆33Updated last year
- ☆136Updated 4 months ago
- ☆162Updated 9 months ago
- ☆14Updated 8 months ago
- Implementation code for ACL2024:Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆13Updated 11 months ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆107Updated 6 months ago
- ☆16Updated last month
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆71Updated 3 weeks ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆52Updated 4 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆73Updated last month
- ☆68Updated 3 months ago
- ☆128Updated last year
- A curated list of resources for activation engineering☆52Updated 2 weeks ago
- A curated list of personalized alignment resources (continually updated).☆12Updated this week
- ☆197Updated last year