cooperleong00 / Awesome-LLM-InterpretabilityLinks
A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..
☆286Updated 8 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…☆132Updated 3 months ago
- A Survey on Data Selection for Language Models☆252Updated 7 months ago
- awesome SAE papers☆63Updated 6 months ago
- A resource repository for representation engineering in large language models☆142Updated last year
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆167Updated this week
- LLM hallucination paper list☆327Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆48Updated last year
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆528Updated 10 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆33Updated 9 months ago
- ☆221Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆123Updated last year
- LLM Unlearning☆177Updated 2 years ago
- The Paper List on Data Contamination for Large Language Models Evaluation.☆107Updated 3 weeks ago
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆94Updated last year
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆130Updated 4 months ago
- [NeurIPS 2024] How do Large Language Models Handle Multilingualism?☆46Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆67Updated last year
- ☆66Updated 9 months ago
- This repository collects all relevant resources about interpretability in LLMs☆385Updated last year
- A curated list of resources for activation engineering☆114Updated 2 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆215Updated this week
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆113Updated 4 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆271Updated last year
- 📜 Paper list on decoding methods for LLMs and LVLMs☆66Updated last month
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆159Updated 3 weeks ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆88Updated 11 months ago
- awesome papers in LLM interpretability☆588Updated 3 months ago
- ☆39Updated 11 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆186Updated 7 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆255Updated 3 months ago