Alternatives and similar repositories for universal-neurons

Users that are interested in universal-neurons are comparing it to the libraries listed below

• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆53Updated 2 months ago
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆77Updated 7 months ago
• berlino / seq_icl
  ☆53Updated last year
• adamkarvonen / SAE_BoardGameEval
  ☆23Updated 5 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆56Updated 8 months ago
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆70Updated 2 months ago
• mcleish7 / gemstone-scaling-laws
  ☆27Updated 5 months ago
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆75Updated 8 months ago
• KihoPark / linear_rep_geometry
  ☆99Updated 5 months ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆99Updated 2 weeks ago
• mlfoundations / scaling
  Language models scale reliably with over-training and on downstream tasks
  ☆97Updated 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 …
  ☆192Updated last week
• redwoodresearch / Easy-Transformer
  ☆121Updated 11 months ago
• taufeeque9 / codebook-features
  Sparse and discrete interpretability tool for neural networks
  ☆63Updated last year
• callummcdougall / sae-exercises-mats
  ☆23Updated last year
• jbloomAus / SAEDashboard
  ☆60Updated this week
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆26Updated last month
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆40Updated last year
• RobertCsordas / moeut
  ☆82Updated 10 months ago
• formll / resolving-scaling-law-discrepancies
  ☆20Updated last year
• epfml / llm-baselines
  nanoGPT-like codebase for LLM training
  ☆100Updated last month
• Leiay / looped_transformer
  ☆28Updated last year
• dangxingyu / rnn-icrag
  Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"
  ☆27Updated last year
• saprmarks / geometry-of-truth
  ☆87Updated 11 months ago
• katiekang1998 / reasoning_generalization
  ☆33Updated 6 months ago
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆147Updated 2 weeks ago
• ahans30 / goldfish-loss
  [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs
  ☆90Updated 7 months ago
• matchten / LoRA-Models-for-SAEs
  Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"
  ☆11Updated 3 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
• bilal-chughtai / rep-theory-mech-interp
  ☆26Updated 2 years ago