Alternatives and similar repositories for activation-steering

Users that are interested in activation-steering are comparing it to the libraries listed below

• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆182Updated last year
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆80Updated 6 months ago
• chrisliu298 / awesome-representation-engineering
  A resource repository for representation engineering in large language models
  ☆136Updated 10 months ago
• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆97Updated 2 years ago
• roeehendel / icl_task_vectors
  ☆97Updated last year
• yuzhaouoe / SAE-based-representation-engineering
  [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
  ☆63Updated 10 months ago
• paul-rottger / xstest
  Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"
  ☆115Updated 7 months ago
• CaoYuanpu / BiPO
  Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
  ☆30Updated last year
• jacobdunefsky / transcoder_circuits
  ☆174Updated 10 months ago
• hannamw / EAP-IG
  ☆51Updated 2 months ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆134Updated 3 months ago
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆54Updated last year
• logix-project / logix
  AI Logging for Interpretability and Explainability🔬
  ☆128Updated last year
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆180Updated 5 months ago
• balevinstein / Probes
  ☆56Updated 2 years ago
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆66Updated last year
• saprmarks / geometry-of-truth
  ☆91Updated last year
• milesaturpin / cot-unfaithfulness
  ☆48Updated last year
• davidbau / baukit
  ☆230Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆77Updated 2 months ago
• deeplearning-wisc / args
  ☆45Updated last year
• ykwon0407 / DataInf
  DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
  ☆77Updated last year
• yfqiu-nlp / sea-llm
  Code for the paper "Spectral Editing of Activations for Large Language Model Alignments"
  ☆26Updated 9 months ago
• javiferran / sae_entities
  ☆63Updated 6 months ago
• ucl-dark / llm_debate
  Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"
  ☆117Updated last year
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆125Updated 7 months ago
• MaheepChaudhary / SAE-Ravel
  Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…
  ☆12Updated 8 months 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
• saprmarks / feature-circuits
  ☆187Updated 2 months ago
• fc2869 / lo-fit
  LoFiT: Localized Fine-tuning on LLM Representations
  ☆41Updated 8 months ago