Alternatives and similar repositories for Language-Model-SAEs

Users that are interested in Language-Model-SAEs are comparing it to the libraries listed below

• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆201Updated last year
• jacobdunefsky / transcoder_circuits
  ☆192Updated last year
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆188Updated 8 months ago
• saprmarks / geometry-of-truth
  ☆95Updated last year
• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆234Updated last week
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆289Updated 2 years ago
• da03 / Internalize_CoT_Step_by_Step
  ☆200Updated 8 months ago
• MikaStars39 / FeatureAlignment
  FeatureAlignment = Alignment + Mechanistic Interpretability
  ☆33Updated 9 months ago
• Glaciohound / LM-Steer
  Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)
  ☆133Updated 5 months ago
• davidbau / baukit
  ☆243Updated last year
• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆100Updated 2 years ago
• redwoodresearch / Easy-Transformer
  ☆134Updated last year
• saprmarks / feature-circuits
  ☆196Updated 2 months ago
• roeehendel / icl_task_vectors
  ☆103Updated 2 years ago
• epfl-dlab / llm-latent-language
  Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".
  ☆80Updated last year
• IBM / activation-steering
  [ICLR 2025] General-purpose activation steering library
  ☆130Updated 3 months ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆158Updated 6 months ago
• cooperleong00 / Awesome-LLM-Interpretability
  A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..
  ☆288Updated this week
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆223Updated last year
• yuzhaouoe / SAE-based-representation-engineering
  [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
  ☆68Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆84Updated 5 months ago
• hannamw / EAP-IG
  ☆68Updated 5 months ago
• andyrdt / refusal_direction
  Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".
  ☆321Updated 6 months ago
• DAMO-NLP-SG / multilingual_analysis
  [NeurIPS 2024] How do Large Language Models Handle Multilingualism?
  ☆47Updated last year
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆66Updated 2 years ago
• AIRI-Institute / SAE-Reasoning
  ☆89Updated 8 months ago
• adamkarvonen / SAEBench
  ☆136Updated last month
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆66Updated 2 years ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆134Updated 10 months ago
• shuyhere / Awesome-Sparse-Autoencoder
  Collection of Reverse Engineering in Large Model
  ☆36Updated 11 months ago