Alternatives and similar repositories for SAE-Dark-Matter

Users that are interested in SAE-Dark-Matter are comparing it to the libraries listed below

• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆185Updated this week
• JoshEngels / SAE-Probes
  Code for reproducing our paper "Are Sparse Autoencoders Useful? A Case Study in Sparse Probing"
  ☆20Updated 2 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆108Updated 4 months ago
• 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…
  ☆27Updated last year
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆75Updated 6 months ago
• amudide / switch_sae
  Efficient Dictionary Learning with Switch Sparse Autoencoders (SAEs)
  ☆23Updated 6 months ago
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆52Updated last month
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆95Updated 2 weeks ago
• microsoft / mechanistic-error-probe
  A mechanistic approach for understanding and detecting factual errors of large language models.
  ☆46Updated 11 months ago
• saprmarks / geometry-of-truth
  ☆85Updated 10 months ago
• max-andr / adversarial-random-search-gpt4
  Adversarial Attacks on GPT-4 via Simple Random Search [Dec 2023]
  ☆43Updated last year
• AsaCooperStickland / situational-awareness-evals
  Measuring the situational awareness of language models
  ☆35Updated last year
• taufeeque9 / codebook-features
  Sparse and discrete interpretability tool for neural networks
  ☆63Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆67Updated 2 months ago
• Nix07 / finetuning
  This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…
  ☆27Updated last year
• samuelarnesen / nyu-debate-modeling
  ☆22Updated 8 months ago
• LoryPack / LLM-LieDetector
  Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"
  ☆70Updated last year
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆55Updated 7 months ago
• katiekang1998 / reasoning_generalization
  ☆32Updated 5 months ago
• callummcdougall / sae_visualizer
  ☆28Updated last year
• milesaturpin / cot-unfaithfulness
  ☆44Updated last year
• ahans30 / goldfish-loss
  [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs
  ☆89Updated 7 months ago
• bartbussmann / matryoshka_sae
  ☆34Updated 5 months ago
• sail-sg / Cheating-LLM-Benchmarks
  [ICLR 2025] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates (Oral)
  ☆79Updated 8 months ago
• mcleish7 / gemstone-scaling-laws
  ☆26Updated 4 months ago
• hannamw / EAP-IG
  ☆35Updated last month
• ucl-dark / llm_debate
  Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"
  ☆109Updated last year
• IBM / sae-steering
  Code to enable layer-level steering in LLMs using sparse auto encoders
  ☆19Updated last month
• redwoodresearch / Easy-Transformer
  ☆120Updated 10 months ago
• ejnnr / cupbearer
  A library for mechanistic anomaly detection
  ☆22Updated 5 months ago