lucidrains / block-recurrent-transformer-pytorch
Implementation of Block Recurrent Transformer - Pytorch
☆218Updated 7 months ago
Alternatives and similar repositories for block-recurrent-transformer-pytorch:
Users that are interested in block-recurrent-transformer-pytorch are comparing it to the libraries listed below
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆204Updated last year
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆407Updated 2 months ago
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆210Updated 7 months ago
- Sequence modeling with Mega.☆295Updated 2 years ago
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆226Updated 6 months ago
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆251Updated 2 years ago
- Recurrent Memory Transformer☆149Updated last year
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆99Updated 2 years ago
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆212Updated 2 years ago
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆375Updated last year
- A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (http…☆105Updated last year
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆118Updated 5 months ago
- An implementation of local windowed attention for language modeling☆431Updated 2 months ago
- Sequence Modeling with Structured State Spaces☆63Updated 2 years ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆87Updated 9 months ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆325Updated 9 months ago
- Implementation of Linformer for Pytorch☆276Updated last year
- ☆175Updated 10 months ago
- Implementation of Memformer, a Memory-augmented Transformer, in Pytorch☆115Updated 4 years ago
- ☆286Updated 2 months ago
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆656Updated 4 months ago
- ☆254Updated 2 years ago
- Pytorch implementation of Compressive Transformers, from Deepmind☆156Updated 3 years ago
- Code release for "Dropout Reduces Underfitting"☆312Updated last year
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆120Updated 8 months ago
- Implementation of the proposed Adam-atan2 from Google Deepmind in Pytorch☆103Updated 4 months ago
- ☆164Updated 2 years ago
- Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch☆182Updated 2 years ago
- Explorations into the recently proposed Taylor Series Linear Attention☆96Updated 7 months ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆225Updated 2 years ago