Alternatives and similar repositories for interpretability

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

• nostalgebraist / transformer-utils
  Utilities for the HuggingFace transformers library
  ☆72Updated 2 years ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆131Updated 2 years ago
• ArthurConmy / Automatic-Circuit-Discovery
  ☆252Updated last year
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆56Updated 2 weeks ago
• interpretingdl / eacl2024_transformer_interpretability_tutorial
  Materials for EACL2024 tutorial: Transformer-specific Interpretability
  ☆60Updated 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 …
  ☆225Updated this week
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆226Updated 11 months ago
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆299Updated 10 months ago
• mega002 / lm-debugger
  The official code of LM-Debugger, an interactive tool for inspection and intervention in transformer-based language models.
  ☆180Updated 3 years ago
• redwoodresearch / Easy-Transformer
  ☆129Updated last year
• evandez / REMEDI
  Inspecting and Editing Knowledge Representations in Language Models
  ☆119Updated 2 years ago
• fdalvi / NeuroX
  A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.
  ☆106Updated 2 years ago
• meg-tong / sycophancy-eval
  datasets from the paper "Towards Understanding Sycophancy in Language Models"
  ☆94Updated 2 years ago
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆65Updated last year
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆129Updated 8 months ago
• aryamanarora / causalgym
  CausalGym: Benchmarking causal interpretability methods on linguistic tasks
  ☆49Updated 11 months ago
• jacobdunefsky / transcoder_circuits
  ☆188Updated 11 months ago
• AlignmentResearch / tuned-lens
  Tools for understanding how transformer predictions are built layer-by-layer
  ☆541Updated 3 months ago
• aaronmueller / MIB
  Landing page for MIB: A Mechanistic Interpretability Benchmark
  ☆21Updated 3 months ago
• facebookresearch / ResponsibleNLP
  Repository for research in the field of Responsible NLP at Meta.
  ☆202Updated 6 months ago
• saprmarks / geometry-of-truth
  ☆92Updated last year
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆283Updated 2 years ago
• KihoPark / LLM_Categorical_Hierarchical_Representations
  ☆111Updated 9 months ago
• collin-burns / discovering_latent_knowledge
  ☆281Updated last year
• mega002 / ff-layers
  The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…
  ☆99Updated 4 years ago
• ARBORproject / arborproject.github.io
  ☆82Updated 8 months ago
• PAIR-code / pretraining-tda
  ☆29Updated 9 months ago
• hendrycks / ethics
  Aligning AI With Shared Human Values (ICLR 2021)
  ☆303Updated 2 years ago
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆79Updated 3 months ago
• adamkarvonen / SAEBench
  ☆134Updated 3 weeks ago