Alternatives and similar repositories for complexity-scaling

Users that are interested in complexity-scaling are comparing it to the libraries listed below

• okarthikb / state-space-models
  ☆27Updated last year
• athms / mad-lab
  A MAD laboratory to improve AI architecture designs 🧪
  ☆136Updated last year
• NousResearch / StripedHyenaTrainer
  ☆62Updated 2 years ago
• epfml / DenseFormer
  ☆82Updated last year
• microsoft / mutransformers
  some common Huggingface transformers in maximal update parametrization (µP)
  ☆87Updated 3 years ago
• EleutherAI / improved-t5
  Experiments for efforts to train a new and improved t5
  ☆76Updated last year
• Aleph-Alpha-Research / scaling
  Scaling is a distributed training library and installable dependency designed to scale up neural networks, with a dedicated module for tr…
  ☆66Updated 2 months ago
• CarperAI / treasure_trove
  ☆22Updated 2 years ago
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆185Updated 6 months ago
• google-deepmind / mishax
  ☆151Updated 4 months ago
• epfml / llm-baselines
  nanoGPT-like codebase for LLM training
  ☆114Updated 2 months ago
• EleutherAI / features-across-time
  Understanding how features learned by neural networks evolve throughout training
  ☆41Updated last year
• mcleish7 / arithmetic
  Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)
  ☆198Updated last year
• dvruette / barrel-rec-pytorch
  ☆53Updated last year
• KaiNylund / lm-weights-encode-time
  ☆69Updated last year
• HazyResearch / zoology
  Understand and test language model architectures on synthetic tasks.
  ☆249Updated this week
• taufeeque9 / codebook-features
  Sparse and discrete interpretability tool for neural networks
  ☆64Updated last year
• cloneofsimo / min-max-gpt
  Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
  ☆132Updated last year
• Aleph-Alpha-Research / trigrams
  ☆59Updated 2 months ago
• jxiw / BiGS
  Official Repository of Pretraining Without Attention (BiGS), BiGS is the first model to achieve BERT-level transfer learning on the GLUE …
  ☆116Updated last year
• lucaslingle / mu_transformer
  Transformer with Mu-Parameterization, implemented in Jax/Flax. Supports FSDP on TPU pods.
  ☆32Updated 7 months ago
• Pleias / Quest-Best-Tokens
  An introduction to LLM Sampling
  ☆79Updated last year
• vvvm23 / mamba-jax
  Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX
  ☆92Updated last year
• LucasPrietoAl / grokking-at-the-edge-of-numerical-stability
  ☆109Updated 5 months ago
• EleutherAI / mdl
  Minimum Description Length probing for neural network representations
  ☆20Updated 11 months ago
• ssokota / mec
  Code for minimum-entropy coupling.
  ☆32Updated last week
• anthropics / toy-models-of-superposition
  Notebooks accompanying Anthropic's "Toy Models of Superposition" paper
  ☆132Updated 3 years ago
• tyler-romero / microR1
  Simple repository for training small reasoning models
  ☆48Updated 11 months ago
• shikaiqiu / compute-better-spent
  ☆62Updated last year
• glassroom / heinsen_sequence
  Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)
  ☆98Updated last year