cooperleong00 / Awesome-LLM-InterpretabilityLinks
A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..
☆253Updated 3 months ago
Alternatives and similar repositories for Awesome-LLM-Interpretability
Users that are interested in Awesome-LLM-Interpretability are comparing it to the libraries listed below
Sorting:
- A Survey on Data Selection for Language Models☆237Updated last month
- 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…☆89Updated 4 months ago
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆124Updated this week
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆498Updated 5 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆228Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆170Updated 2 months ago
- LLM hallucination paper list☆318Updated last year
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆148Updated 4 months ago
- A curated list of resources for activation engineering☆90Updated 3 weeks ago
- The Paper List on Data Contamination for Large Language Models Evaluation.☆95Updated 2 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆114Updated 8 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆112Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆164Updated last year
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆99Updated 10 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆456Updated 8 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated 3 months ago
- awesome SAE papers☆35Updated last month
- ☆213Updated last year
- A resource repository for representation engineering in large language models☆126Updated 7 months ago
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆85Updated 6 months ago
- This repository collects all relevant resources about interpretability in LLMs☆358Updated 7 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond☆252Updated 2 weeks ago
- This repository provides an original implementation of Detecting Pretraining Data from Large Language Models by *Weijia Shi, *Anirudh Aji…☆225Updated last year
- ☆131Updated 7 months ago
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆200Updated 10 months ago
- AI Logging for Interpretability and Explainability🔬☆123Updated last year
- ☆163Updated 7 months ago
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆158Updated last month
- RewardBench: the first evaluation tool for reward models.☆604Updated 2 weeks ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆126Updated 9 months ago