srush / do-we-need-attention

Related projects ⓘ

Alternatives and complementary repositories for do-we-need-attention

• HazyResearch / zoology
  Understand and test language model architectures on synthetic tasks.
  ☆161Updated 6 months ago
• athms / mad-lab
  A MAD laboratory to improve AI architecture designs 🧪
  ☆95Updated 6 months ago
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆83Updated last week
• mlfoundations / scaling
  Language models scale reliably with over-training and on downstream tasks
  ☆94Updated 7 months ago
• McGill-NLP / length-generalization
  Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023
  ☆124Updated 6 months ago
• mgmalek / efficient_cross_entropy
  ☆76Updated 5 months ago
• epfml / dynamic-sparse-flash-attention
  ☆132Updated last year
• microsoft / mutransformers
  some common Huggingface transformers in maximal update parametrization (µP)
  ☆76Updated 2 years ago
• princeton-nlp / TransformerPrograms
  [NeurIPS 2023] Learning Transformer Programs
  ☆157Updated 5 months ago
• mcleish7 / arithmetic
  Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)
  ☆176Updated 5 months ago
• lucidrains / mixture-of-attention
  Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts
  ☆108Updated 3 weeks ago
• cloneofsimo / min-max-gpt
  Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
  ☆112Updated 6 months ago
• HazyResearch / based
  Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"
  ☆212Updated 2 months ago
• jzhang38 / LongMamba
  Some preliminary explorations of Mamba's context scaling.
  ☆190Updated 9 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…
  ☆49Updated last year
• cloneofsimo / min-fsdp
  ☆72Updated 4 months ago
• lucidrains / simple-hierarchical-transformer
  Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT
  ☆205Updated 2 months ago
• epfml / llm-baselines
  NanoGPT-like codebase for LLM training
  ☆73Updated this week
• srush / triton-autodiff
  Experiment of using Tangent to autodiff triton
  ☆71Updated 9 months ago
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆455Updated 8 months ago
• dvruette / barrel-rec-pytorch
  ☆53Updated 9 months ago
• google-research / jaxpruner
  ☆206Updated 6 months ago
• lucidrains / CoLT5-attention
  Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch
  ☆224Updated 2 months ago
• schwartz-lab-NLP / TOVA
  Token Omission Via Attention
  ☆119Updated 3 weeks ago
• jxiw / BiGS
  Official Repository of Pretraining Without Attention (BiGS), BiGS is the first model to achieve BERT-level transfer learning on the GLUE …
  ☆114Updated 7 months ago
• Sea-Snell / JAX_llama
  Inference code for LLaMA models in JAX
  ☆112Updated 5 months ago
• insuhan / hyper-attn
  ☆73Updated 11 months ago
• nikhilvyas / SOAP
  ☆116Updated this week
• jxbz / modula
  Scalable neural net training via automatic normalization in the modular norm.
  ☆118Updated 2 months ago
• llm-random / llm-random
  ☆175Updated this week