shuyhere / Awesome-Sparse-AutoencoderLinks
Collection of Reverse Engineering in Large Model
☆36Updated last year
Alternatives and similar repositories for Awesome-Sparse-Autoencoder
Users that are interested in Awesome-Sparse-Autoencoder are comparing it to the libraries listed below
Sorting:
- FeatureAlignment = Alignment + Mechanistic Interpretability☆34Updated 10 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆190Updated 9 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆69Updated last week
- ☆69Updated 10 months ago
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆174Updated last week
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆64Updated 5 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆162Updated 7 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆134Updated 6 months ago
- ☆103Updated 2 years ago
- ☆98Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆127Updated last year
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆39Updated last year
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆81Updated 2 years ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- A curated list of resources for activation engineering☆121Updated 3 months ago
- LoFiT: Localized Fine-tuning on LLM Representations☆44Updated last year
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆290Updated last month
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆49Updated last year
- ☆29Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆235Updated this week
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆162Updated 2 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆85Updated 10 months ago
- Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"☆19Updated 7 months ago
- ☆57Updated 2 years ago
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆30Updated 10 months ago
- [ACL'25 Oral] What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective☆75Updated 7 months ago
- ☆52Updated 9 months ago
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆40Updated 5 months ago
- awesome SAE papers☆71Updated 8 months ago