Alternatives and similar repositories for mega:

Users that are interested in mega are comparing it to the libraries listed below

• lucidrains / Mega-pytorch
  Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena
  ☆204Updated last year
• lucidrains / CoLT5-attention
  Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch
  ☆226Updated 5 months ago
• NVIDIA / transformer-ls
  Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
  ☆225Updated 2 years ago
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆516Updated last year
• lucidrains / recurrent-memory-transformer-pytorch
  Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch
  ☆408Updated last month
• epfml / dynamic-sparse-flash-attention
  ☆138Updated last year
• lucidrains / local-attention
  An implementation of local windowed attention for language modeling
  ☆423Updated last month
• lucidrains / flash-cosine-sim-attention
  Implementation of fused cosine similarity attention in the same style as Flash Attention
  ☆210Updated 2 years ago
• booydar / LM-RMT
  Recurrent Memory Transformer
  ☆149Updated last year
• google / flaxformer
  ☆338Updated 10 months ago
• lucidrains / gated-state-spaces-pytorch
  Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch
  ☆98Updated 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"
  ☆370Updated last year
• lucidrains / block-recurrent-transformer-pytorch
  Implementation of Block Recurrent Transformer - Pytorch
  ☆218Updated 6 months ago
• lucidrains / st-moe-pytorch
  Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch
  ☆314Updated 8 months ago
• lucidrains / simple-hierarchical-transformer
  Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT
  ☆208Updated 6 months ago
• HazyResearch / zoology
  Understand and test language model architectures on synthetic tasks.
  ☆183Updated last month
• OATML / RHO-Loss
  ☆200Updated 2 years ago
• XuezheMax / fairseq-apollo
  FairSeq repo with Apollo optimizer
  ☆110Updated last year
• McGill-NLP / length-generalization
  Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023
  ☆130Updated 10 months ago
• ctlllll / SGConv
  ☆163Updated 2 years ago
• srush / do-we-need-attention
  ☆165Updated last year
• google-research / long-range-arena
  Long Range Arena for Benchmarking Efficient Transformers
  ☆747Updated last year
• srush / annotated-s4
  Implementation of https://srush.github.io/annotated-s4
  ☆485Updated 2 years ago
• google-deepmind / randomized_positional_encodings
  Randomized Positional Encodings Boost Length Generalization of Transformers
  ☆79Updated 11 months ago
• lucidrains / compressive-transformer-pytorch
  Pytorch implementation of Compressive Transformers, from Deepmind
  ☆156Updated 3 years ago
• lucidrains / triton-transformer
  Implementation of a Transformer, but completely in Triton
  ☆259Updated 2 years ago
• lucidrains / memformer
  Implementation of Memformer, a Memory-augmented Transformer, in Pytorch
  ☆112Updated 4 years ago
• lucidrains / linformer
  Implementation of Linformer for Pytorch
  ☆270Updated last year
• lucidrains / mlm-pytorch
  An implementation of masked language modeling for Pytorch, made as concise and simple as possible
  ☆178Updated last year
• lucidrains / rotary-embedding-torch
  Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
  ☆645Updated 3 months ago