callummcdougall / sae-exercises-mats

Related projects ⓘ

Alternatives and complementary repositories for sae-exercises-mats

• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆27Updated 3 weeks ago
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆57Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆31Updated last month
• saprmarks / geometry-of-truth
  ☆71Updated 3 months ago
• wesg52 / universal-neurons
  Universal Neurons in GPT2 Language Models
  ☆27Updated 5 months ago
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆51Updated 11 months ago
• KihoPark / linear_rep_geometry
  ☆76Updated 9 months ago
• jacobdunefsky / transcoder_circuits
  ☆44Updated this 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…
  ☆25Updated 5 months ago
• KoyenaPal / future-lens
  Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State
  ☆17Updated 10 months ago
• saprmarks / feature-circuits
  ☆105Updated last month
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆61Updated last week
• berlino / seq_icl
  ☆50Updated 6 months ago
• redwoodresearch / Easy-Transformer
  ☆98Updated 3 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆16Updated 3 weeks ago
• mega002 / ff-layers
  The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…
  ☆85Updated 3 years ago
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆26Updated 5 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…
  ☆18Updated 8 months ago
• EleutherAI / sae-auto-interp
  ☆107Updated this week
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆65Updated last month
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆54Updated 2 weeks ago
• mishajw / repeng
  Experiments with representation engineering
  ☆10Updated 8 months ago
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆97Updated 5 months ago
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆33Updated last month
• abhishekpanigrahi1996 / transformer_in_transformer
  ☆44Updated last year
• peterljq / Parsimonious-Concept-Engineering
  Implementation of PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)
  ☆26Updated 2 weeks ago
• hannamw / EAP-IG
  ☆13Updated 2 months ago
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆119Updated last month
• ArthurConmy / Automatic-Circuit-Discovery
  ☆188Updated last month
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆108Updated last year