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
  ☆111Updated 10 months ago
• wesg52 / universal-neurons
  Universal Neurons in GPT2 Language Models
  ☆31Updated last year
• noanabeshima / matryoshka-saes
  ☆25Updated last year
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆63Updated last year
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆55Updated 7 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆132Updated 2 years ago
• adamkarvonen / SAE_BoardGameEval
  ☆23Updated 10 months ago
• dtsip / in-context-learning
  ☆242Updated last year
• Silent-Zebra / twisted-smc-lm
  ☆31Updated 8 months ago
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆80Updated 4 months ago
• 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…
  ☆20Updated last year
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆86Updated last year
• aw31 / empirical-ntks
  Efficient empirical NTKs in PyTorch
  ☆22Updated 3 years ago
• google-research / jax-influence
  ☆63Updated 3 years ago
• epfml / llm-baselines
  nanoGPT-like codebase for LLM training
  ☆112Updated last month
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆33Updated 6 months ago
• bilal-chughtai / rep-theory-mech-interp
  ☆27Updated 2 years ago
• bartbussmann / BatchTopK
  Implementation of the BatchTopK activation function for training sparse autoencoders (SAEs)
  ☆55Updated 4 months ago
• berlino / seq_icl
  ☆53Updated last year
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆57Updated last month
• mcleish7 / gemstone-scaling-laws
  Gemstones: A Model Suite for Multi-Faceted Scaling Laws (NeurIPS 2025)
  ☆30Updated 2 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 …
  ☆231Updated last week
• taufeeque9 / codebook-features
  Sparse and discrete interpretability tool for neural networks
  ☆64Updated last year
• mechanistic-interpretability-grokking / progress-measures-paper
  ☆70Updated 3 years ago
• redwoodresearch / Easy-Transformer
  ☆132Updated last year
• KindXiaoming / Omnigrok
  Omnigrok: Grokking Beyond Algorithmic Data
  ☆62Updated 2 years ago
• anthropics / toy-models-of-superposition
  Notebooks accompanying Anthropic's "Toy Models of Superposition" paper
  ☆130Updated 3 years ago
• neelnanda-io / Crosscoders
  ☆58Updated last year
• pomonam / kronfluence
  Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature
  ☆171Updated 5 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…
  ☆106Updated 2 years ago