lucidrains / flash-cosine-sim-attentionLinks
Implementation of fused cosine similarity attention in the same style as Flash Attention
☆216Updated 2 years ago
Alternatives and similar repositories for flash-cosine-sim-attention
Users that are interested in flash-cosine-sim-attention are comparing it to the libraries listed below
Sorting:
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆207Updated 2 years ago
- Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch☆183Updated 2 years ago
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆383Updated 2 years ago
- Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload☆129Updated 3 years ago
- Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI☆94Updated 3 years ago
- Implementation of Fast Transformer in Pytorch☆177Updated 4 years ago
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆101Updated 2 years ago
- Another attempt at a long-context / efficient transformer by me☆38Updated 3 years ago
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆252Updated 3 years ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆227Updated 3 years ago
- Implementation of a Transformer, but completely in Triton☆275Updated 3 years ago
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆141Updated 6 months ago
- Implementation of Block Recurrent Transformer - Pytorch☆221Updated last year
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 3 years ago
- Implementation of Flash Attention in Jax☆219Updated last year
- DiffQ performs differentiable quantization using pseudo quantization noise. It can automatically tune the number of bits used per weight …☆236Updated 2 years ago
- CUDA implementation of autoregressive linear attention, with all the latest research findings☆44Updated 2 years ago
- ☆75Updated 2 years ago
- Sequence modeling with Mega.☆300Updated 2 years ago
- Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper☆81Updated 3 years ago
- A simple minimal implementation of Reversible Vision Transformers☆125Updated last year
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆230Updated last year
- Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch☆120Updated 4 years ago
- ☆164Updated 2 years ago
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆125Updated last year
- Implementation of Discrete Key / Value Bottleneck, in Pytorch☆88Updated 2 years ago
- Implementation of the proposed Adam-atan2 from Google Deepmind in Pytorch☆125Updated 10 months ago
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆223Updated last year
- Axial Positional Embedding for Pytorch☆83Updated 7 months ago
- Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in P…☆204Updated last year