Alternatives and similar repositories for sparsity-artifacts-crosscoders

Users that are interested in sparsity-artifacts-crosscoders are comparing it to the libraries listed below

• 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
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆54Updated 3 months ago
• taufeeque9 / codebook-features
  Sparse and discrete interpretability tool for neural networks
  ☆63Updated last year
• adamkarvonen / SAE_BoardGameEval
  ☆23Updated 6 months ago
• ethancaballero / broken_neural_scaling_laws
  Code Release for "Broken Neural Scaling Laws" (BNSL) paper
  ☆59Updated last year
• KihoPark / linear_rep_geometry
  ☆103Updated 6 months ago
• gregorbachmann / Next-Token-Failures
  ☆89Updated last year
• noanabeshima / matryoshka-saes
  ☆21Updated 8 months ago
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆74Updated 3 weeks ago
• mcleish7 / gemstone-scaling-laws
  ☆28Updated 5 months ago
• jiahai-feng / binding-iclr
  ☆15Updated last year
• tml-epfl / why-weight-decay
  Why Do We Need Weight Decay in Modern Deep Learning? [NeurIPS 2024]
  ☆66Updated 10 months ago
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆40Updated last year
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆77Updated 8 months ago
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆81Updated 9 months ago
• koayon / atp_star
  PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)
  ☆18Updated 6 months ago
• formll / resolving-scaling-law-discrepancies
  ☆20Updated last year
• abhishekpanigrahi1996 / transformer_in_transformer
  ☆45Updated last year
• ckkissane / sae-transfer
  Code to reproduce key results accompanying "SAEs (usually) Transfer Between Base and Chat Models"
  ☆12Updated last year
• goodfire-ai / spd
  Stochastic Parameter Decomposition
  ☆34Updated this week
• callummcdougall / sae-exercises-mats
  ☆23Updated last year
• KoyenaPal / future-lens
  Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State
  ☆18Updated last year
• berlino / seq_icl
  ☆53Updated last year
• matchten / LoRA-Models-for-SAEs
  Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"
  ☆12Updated 4 months ago
• jbloomAus / SAEDashboard
  ☆64Updated this week
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆52Updated 10 months ago
• wesg52 / universal-neurons
  Universal Neurons in GPT2 Language Models
  ☆30Updated last year
• bartbussmann / matryoshka_sae
  ☆38Updated 6 months ago
• clarifying-EM / model-organisms-for-EM
  Code repo for the model organisms and convergent directions of EM papers.
  ☆21Updated 3 weeks ago
• marcus-jw / Targeted-Manipulation-and-Deception-in-LLMs
  Codebase for "On Targeted Manipulation and Deception when Optimizing LLMs for User Feedback". This repo implements a generative multi-tur…
  ☆18Updated 8 months ago