Alternatives and similar repositories for codebook-features

Users that are interested in codebook-features are comparing it to the libraries listed below

• KihoPark / LLM_Categorical_Hierarchical_Representations
  ☆107Updated 7 months ago
• adamkarvonen / SAE_BoardGameEval
  ☆23Updated 7 months ago
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆77Updated 9 months ago
• wesg52 / universal-neurons
  Universal Neurons in GPT2 Language Models
  ☆30Updated last year
• katiekang1998 / reasoning_generalization
  ☆34Updated 8 months ago
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆54Updated 4 months ago
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆82Updated 10 months ago
• jonhue / activeft
  PyTorch library for Active Fine-Tuning
  ☆91Updated this week
• lucidrains / pause-transformer
  Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…
  ☆53Updated last year
• DeqingFu / transformers-icl-second-order
  Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…
  ☆18Updated 9 months ago
• KihoPark / linear_rep_geometry
  ☆106Updated 7 months ago
• ethancaballero / broken_neural_scaling_laws
  Code Release for "Broken Neural Scaling Laws" (BNSL) paper
  ☆59Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆76Updated last month
• formll / resolving-scaling-law-discrepancies
  ☆20Updated last year
• anthropics / toy-models-of-superposition
  Notebooks accompanying Anthropic's "Toy Models of Superposition" paper
  ☆129Updated 3 years ago
• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆208Updated last week
• 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…
  ☆28Updated last year
• 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"
  ☆72Updated last year
• berlino / seq_icl
  ☆53Updated last year
• KaiNylund / lm-weights-encode-time
  ☆69Updated last year
• mlfoundations / scaling
  Language models scale reliably with over-training and on downstream tasks
  ☆98Updated last year
• bilal-chughtai / rep-theory-mech-interp
  ☆27Updated 2 years ago
• RobertCsordas / moeut
  ☆85Updated last year
• EleutherAI / features-across-time
  Understanding how features learned by neural networks evolve throughout training
  ☆37Updated 10 months ago
• mcleish7 / gemstone-scaling-laws
  ☆28Updated 7 months ago
• epfml / llm-baselines
  nanoGPT-like codebase for LLM training
  ☆105Updated 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…
  ☆28Updated last year
• guy-dar / embedding-space
  ☆54Updated 2 years ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆128Updated 2 months ago
• ahans30 / goldfish-loss
  [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs
  ☆92Updated 9 months ago