Alternatives and similar repositories for memory-efficient-attention

Users that are interested in memory-efficient-attention are comparing it to the libraries listed below

• lucidrains / flash-cosine-sim-attention
  Implementation of fused cosine similarity attention in the same style as Flash Attention
  ☆213Updated 2 years ago
• lucidrains / memory-efficient-attention-pytorch
  Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"
  ☆378Updated last year
• lucidrains / triton-transformer
  Implementation of a Transformer, but completely in Triton
  ☆265Updated 3 years ago
• lucidrains / flash-attention-jax
  Implementation of Flash Attention in Jax
  ☆212Updated last year
• lucidrains / Adan-pytorch
  Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch
  ☆252Updated 2 years ago
• facebookresearch / bitsandbytes
  Library for 8-bit optimizers and quantization routines.
  ☆716Updated 2 years ago
• lucidrains / PaLM-jax
  Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)
  ☆187Updated 2 years ago
• lucidrains / Mega-pytorch
  Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena
  ☆203Updated last year
• facebookresearch / diffq
  DiffQ performs differentiable quantization using pseudo quantization noise. It can automatically tune the number of bits used per weight …
  ☆235Updated 2 years ago
• lucidrains / fast-transformer-pytorch
  Implementation of Fast Transformer in Pytorch
  ☆174Updated 3 years ago
• facebookresearch / torchdim
  Named tensors with first-class dimensions for PyTorch
  ☆329Updated last year
• HomebrewML / revlib
  Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload
  ☆127Updated 2 years ago
• facebookresearch / mega
  Sequence modeling with Mega.
  ☆295Updated 2 years ago
• jiaweizzhao / ZerO-initialization
  ☆74Updated 2 years ago
• AminRezaei0x443 / PyTorch-LIT
  Lite Inference Toolkit (LIT) for PyTorch
  ☆161Updated 3 years ago
• kaiyuyue / torchshard
  Slicing a PyTorch Tensor Into Parallel Shards
  ☆299Updated 3 years ago
• lucidrains / CoLT5-attention
  Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch
  ☆228Updated 8 months ago
• pytorch / torcheval
  A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…
  ☆233Updated 4 months ago
• huggingface / pytorch_block_sparse
  Fast Block Sparse Matrices for Pytorch
  ☆545Updated 4 years ago
• archinetai / surgeon-pytorch
  A library to inspect and extract intermediate layers of PyTorch models.
  ☆473Updated 3 years ago
• infocusp / diffusion_models
  Minimal standalone example of diffusion model
  ☆158Updated 3 years ago
• lucidrains / hourglass-transformer-pytorch
  Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI
  ☆90Updated 3 years ago
• DarshanDeshpande / jax-models
  Unofficial JAX implementations of deep learning research papers
  ☆156Updated 2 years ago
• lucidrains / ponder-transformer
  Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper
  ☆81Updated 3 years ago
• mlpen / Nystromformer
  ☆376Updated last year
• ctlllll / SGConv
  ☆163Updated 2 years ago
• HomebrewML / HomebrewNLP-torch
  A case study of efficient training of large language models using commodity hardware.
  ☆69Updated 2 years ago
• ptillet / torch-blocksparse
  Block-sparse primitives for PyTorch
  ☆155Updated 4 years ago
• OATML / RHO-Loss
  ☆207Updated 2 years ago
• graphcore-research / unit-scaling
  A library for unit scaling in PyTorch
  ☆125Updated 6 months ago