cooperleong00 / Awesome-LLM-InterpretabilityLinks
A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..
☆262Updated 4 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 versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆95Updated 5 months ago
- A Survey on Data Selection for Language Models☆245Updated 3 months ago
- A resource repository for representation engineering in large language models☆129Updated 8 months ago
- awesome SAE papers☆40Updated 2 months ago
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆141Updated this week
- LLM hallucination paper list☆320Updated last year
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆85Updated 8 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆142Updated 2 weeks ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆55Updated last month
- The Paper List on Data Contamination for Large Language Models Evaluation.☆98Updated 2 weeks ago
- [NeurIPS 2024] How do Large Language Models Handle Multilingualism?☆37Updated 8 months ago
- LLM Unlearning☆172Updated last year
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆123Updated 3 weeks ago
- ☆177Updated 8 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆29Updated 4 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆504Updated 6 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆114Updated last year
- awesome papers in LLM interpretability☆527Updated 2 weeks ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆39Updated 8 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆239Updated last year
- A curated list of resources for activation engineering☆99Updated 2 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆474Updated 9 months ago
- ☆44Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆175Updated 3 months ago
- This repository provides an original implementation of Detecting Pretraining Data from Large Language Models by *Weijia Shi, *Anirudh Aji…☆228Updated last year
- ☆65Updated 3 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆151Updated 5 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆241Updated 2 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆129Updated 10 months ago
- Steering Llama 2 with Contrastive Activation Addition☆167Updated last year