Alternatives and similar repositories for in-context-learning

Users that are interested in in-context-learning are comparing it to the libraries listed below

• 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 last year
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆255Updated last year
• GFNOrg / gfn-lm-tuning
  ☆180Updated last year
• pomonam / kronfluence
  Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature
  ☆156Updated last week
• KihoPark / linear_rep_geometry
  ☆95Updated 4 months ago
• saprmarks / dictionary_learning
  ☆308Updated last month
• redwoodresearch / Easy-Transformer
  ☆120Updated 10 months ago
• adamkarvonen / SAEBench
  ☆101Updated 3 weeks ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆55Updated 7 months ago
• gortizji / tangent_task_arithmetic
  Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".
  ☆102Updated 2 years ago
• roeehendel / icl_task_vectors
  ☆95Updated last year
• logix-project / logix
  AI Logging for Interpretability and Explainability🔬
  ☆123Updated last year
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆124Updated this week
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆121Updated last year
• ArthurConmy / Automatic-Circuit-Discovery
  ☆227Updated 8 months ago
• shehper / sparse-dictionary-learning
  An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"
  ☆44Updated last year
• jacobdunefsky / transcoder_circuits
  ☆131Updated 7 months ago
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆163Updated 7 months ago
• mechanistic-interpretability-grokking / progress-measures-paper
  ☆67Updated 2 years ago
• MadryLab / trak
  A fast, effective data attribution method for neural networks in PyTorch
  ☆211Updated 7 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 …
  ☆185Updated last week
• lee-ny / teaching_arithmetic
  ☆83Updated last year
• saprmarks / feature-circuits
  ☆173Updated 2 months ago
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆252Updated 11 months ago
• neelnanda-io / Crosscoders
  ☆44Updated 7 months ago
• locuslab / edge-of-stability
  ☆68Updated 6 months ago
• collin-burns / discovering_latent_knowledge
  ☆270Updated last year
• mmatena / model_merging
  ☆69Updated 3 years ago
• davidbau / baukit
  ☆213Updated 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…
  ☆16Updated 7 months ago