Alternatives and similar repositories for gradient-routing:

Users that are interested in gradient-routing are comparing it to the libraries listed below

• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆48Updated 5 months ago
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆63Updated this week
• IBM / sae-steering
  Code to enable layer-level steering in LLMs using sparse auto encoders
  ☆16Updated 7 months ago
• noanabeshima / tinymodel
  A TinyStories LM with SAEs and transcoders
  ☆11Updated 3 weeks ago
• Jiaxin-Wen / MisleadLM
  Official Code for our paper: "Language Models Learn to Mislead Humans via RLHF""
  ☆13Updated 6 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆95Updated 2 months ago
• mishajw / repeng
  Experiments with representation engineering
  ☆11Updated last year
• koayon / atp_star
  PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)
  ☆18Updated 3 months ago
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆31Updated 10 months ago
• annahdo / implementing_activation_steering
  A collection of different ways to implement accessing and modifying internal model activations for LLMs
  ☆15Updated 6 months ago
• jbloomAus / SAEDashboard
  ☆36Updated 2 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆52Updated 6 months 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 …
  ☆169Updated this week
• saprmarks / geometry-of-truth
  ☆82Updated 8 months ago
• KihoPark / LLM_Categorical_Hierarchical_Representations
  ☆90Updated 2 months ago
• bartbussmann / BatchTopK
  Implementation of the BatchTopK activation function for training sparse autoencoders (SAEs)
  ☆34Updated 7 months ago
• slavachalnev / SAE-TS
  Improving Steering Vectors by Targeting Sparse Autoencoder Features
  ☆17Updated 5 months ago
• ArthurConmy / MishformerLens
  MishformerLens intends to be a drop-in replacement for TransformerLens that AST patches HuggingFace Transformers rather than implementing…
  ☆10Updated 6 months ago
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆144Updated 11 months ago
• ArthurConmy / Automatic-Circuit-Discovery
  ☆219Updated 6 months ago
• EleutherAI / steering-llama3
  ☆27Updated 8 months ago
• adamkarvonen / SAEBench
  ☆91Updated 2 weeks ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆121Updated last year
• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆91Updated last year
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆43Updated 6 months ago
• tilde-research / sieve
  Applying SAEs for fine-grained control
  ☆17Updated 4 months ago
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆63Updated last year
• saprmarks / feature-circuits
  ☆161Updated 2 weeks ago
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆73Updated 5 months ago
• evan-lloyd / graphpatch
  graphpatch is a library for activation patching on PyTorch neural network models.
  ☆14Updated 2 months ago