Alternatives and similar repositories for icl-dynamics

Users that are interested in icl-dynamics are comparing it to the libraries listed below

• KihoPark / linear_rep_geometry
  ☆107Updated 7 months ago
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆54Updated 4 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆127Updated last year
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆54Updated 11 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆59Updated 10 months ago
• noanabeshima / matryoshka-saes
  ☆23Updated 9 months ago
• google-research / jax-influence
  ☆61Updated 3 years ago
• adamkarvonen / SAE_BoardGameEval
  ☆23Updated 7 months ago
• p-lambda / incontext-learning
  Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…
  ☆108Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆76Updated 2 months ago
• bilal-chughtai / rep-theory-mech-interp
  ☆27Updated 2 years ago
• 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
• redwoodresearch / Easy-Transformer
  ☆122Updated last year
• mlepori1 / NeuroSurgeon
  NeuroSurgeon is a package that enables researchers to uncover and manipulate subnetworks within models in Huggingface Transformers
  ☆41Updated 7 months ago
• wesg52 / universal-neurons
  Universal Neurons in GPT2 Language Models
  ☆30Updated last year
• aw31 / empirical-ntks
  Efficient empirical NTKs in PyTorch
  ☆22Updated 3 years ago
• neelnanda-io / Crosscoders
  ☆54Updated 10 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 …
  ☆211Updated last week
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆124Updated 7 months ago
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆30Updated 3 months ago
• msakarvadia / AttentionLens
  Interpretating the latent space representations of attention head outputs for LLMs
  ☆34Updated 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 10 months ago
• adamkarvonen / SAEBench
  ☆121Updated this week
• pomonam / kronfluence
  Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature
  ☆162Updated 2 months ago
• taufeeque9 / codebook-features
  Sparse and discrete interpretability tool for neural networks
  ☆63Updated last year
• PAIR-code / pretraining-tda
  ☆26Updated 7 months ago
• ARBORproject / arborproject.github.io
  ☆81Updated 6 months ago
• FlyingPumba / InterpBench
  A benchmark for mechanistic discovery of circuits in Transformers
  ☆15Updated 9 months ago
• bartbussmann / matryoshka_sae
  ☆42Updated 8 months 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…
  ☆96Updated 4 years ago