Alternatives and similar repositories for CAA:

Users that are interested in CAA are comparing it to the libraries listed below

• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆84Updated last year
• EleutherAI / sae-auto-interp
  ☆139Updated this week
• saprmarks / geometry-of-truth
  ☆75Updated 5 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆81Updated 2 months ago
• saprmarks / feature-circuits
  ☆135Updated this week
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆62Updated last year
• IBM / activation-steering
  General-purpose activation steering library
  ☆42Updated 3 weeks ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆116Updated last year
• ArthurConmy / Automatic-Circuit-Discovery
  ☆202Updated 3 months ago
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆87Updated this week
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆210Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆48Updated 2 months ago
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆54Updated last year
• adamkarvonen / SAEBench
  ☆45Updated this week
• jacobdunefsky / transcoder_circuits
  ☆54Updated 2 months ago
• redwoodresearch / Easy-Transformer
  ☆109Updated 5 months ago
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆135Updated 3 months ago
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆62Updated 2 months ago
• yuzhaouoe / SAE-based-representation-engineering
  [NAACL'25] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
  ☆41Updated 2 months ago
• GraySwanAI / circuit-breakers
  Improving Alignment and Robustness with Circuit Breakers
  ☆176Updated 4 months ago
• roeehendel / icl_task_vectors
  ☆86Updated last year
• andyrdt / refusal_direction
  Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".
  ☆163Updated 3 months ago
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆28Updated 7 months ago
• KihoPark / linear_rep_geometry
  ☆83Updated last year
• meg-tong / sycophancy-eval
  datasets from the paper "Towards Understanding Sycophancy in Language Models"
  ☆67Updated last year
• EleutherAI / elk-generalization
  Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…
  ☆26Updated 8 months ago
• davidbau / baukit
  ☆187Updated 11 months ago
• chrisliu298 / awesome-representation-engineering
  A resource repository for representation engineering in large language models
  ☆98Updated 2 months ago
• logix-project / logix
  AI Logging for Interpretability and Explainability🔬
  ☆100Updated 7 months ago
• epfl-dlab / llm-latent-language
  Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".
  ☆65Updated 10 months ago