Alternatives and similar repositories for superposition

Users that are interested in superposition are comparing it to the libraries listed below

• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆160Updated 2 months ago
• epfml / llm-baselines
  nanoGPT-like codebase for LLM training
  ☆107Updated 4 months ago
• HazyResearch / zoology
  Understand and test language model architectures on synthetic tasks.
  ☆225Updated 2 months ago
• athms / mad-lab
  A MAD laboratory to improve AI architecture designs 🧪
  ☆129Updated 9 months ago
• anthropics / toy-models-of-superposition
  Notebooks accompanying Anthropic's "Toy Models of Superposition" paper
  ☆128Updated 3 years ago
• Silent-Zebra / twisted-smc-lm
  ☆31Updated 5 months ago
• Sea-Snell / grokking
  unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"
  ☆79Updated 3 years ago
• cloneofsimo / min-fsdp
  ☆88Updated last year
• ethancaballero / broken_neural_scaling_laws
  Code Release for "Broken Neural Scaling Laws" (BNSL) paper
  ☆59Updated last year
• berlino / seq_icl
  ☆53Updated last year
• bilal-chughtai / rep-theory-mech-interp
  ☆27Updated 2 years ago
• srush / do-we-need-attention
  ☆166Updated 2 years ago
• callummcdougall / sae_visualizer
  ☆29Updated last year
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆127Updated last year
• shikaiqiu / compute-better-spent
  ☆57Updated 11 months ago
• lucidrains / pause-transformer
  Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…
  ☆53Updated last year
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆54Updated 4 months ago
• mcleish7 / arithmetic
  Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)
  ☆192Updated last year
• taufeeque9 / codebook-features
  Sparse and discrete interpretability tool for neural networks
  ☆63Updated last year
• lee-ny / teaching_arithmetic
  ☆83Updated 2 years ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆59Updated 10 months ago
• LIONS-EPFL / scion
  ☆39Updated 2 weeks ago
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆83Updated 10 months ago
• srush / mamba-primer
  ☆38Updated last year
• yixiaoer / tpux
  A set of Python scripts that makes your experience on TPU better
  ☆54Updated last year
• ethansmith2000 / fsdp_optimizers
  supporting pytorch FSDP for optimizers
  ☆84Updated 9 months ago
• abhishekpanigrahi1996 / transformer_in_transformer
  ☆45Updated last year
• cloneofsimo / min-max-gpt
  Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
  ☆132Updated last year
• aadityasingh / icl-dynamics
  ☆22Updated 5 months ago
• davisyoshida / lorax
  LoRA for arbitrary JAX models and functions
  ☆142Updated last year