google-research / long-range-arena

Related projects ⓘ

Alternatives and complementary repositories for long-range-arena

• idiap / fast-transformers
  Pytorch library for fast transformer implementations
  ☆1,643Updated last year
• lucidrains / linear-attention-transformer
  Transformer based on a variant of attention that is linear complexity in respect to sequence length
  ☆698Updated 6 months ago
• srush / annotated-s4
  Implementation of https://srush.github.io/annotated-s4
  ☆469Updated last year
• facebookresearch / mega
  Sequence modeling with Mega.
  ☆298Updated last year
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆507Updated last year
• lucidrains / performer-pytorch
  An implementation of Performer, a linear attention-based transformer, in Pytorch
  ☆1,098Updated 2 years ago
• google-research / bigbird
  Transformers for Longer Sequences
  ☆572Updated 2 years ago
• lucidrains / mixture-of-experts
  A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models
  ☆642Updated last year
• lucidrains / routing-transformer
  Fully featured implementation of Routing Transformer
  ☆284Updated 3 years ago
• lucidrains / reformer-pytorch
  Reformer, the efficient Transformer, in Pytorch
  ☆2,121Updated last year
• huggingface / pytorch_block_sparse
  Fast Block Sparse Matrices for Pytorch
  ☆545Updated 3 years ago
• mlpen / Nystromformer
  ☆365Updated last year
• google / flaxformer
  ☆334Updated 7 months ago
• microsoft / mup
  maximal update parametrization (µP)
  ☆1,402Updated 4 months ago
• luyug / GradCache
  Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint
  ☆361Updated 7 months ago
• LiyuanLucasLiu / Transformer-Clinic
  Understanding the Difficulty of Training Transformers
  ☆328Updated 2 years ago
• state-spaces / s4
  Structured state space sequence models
  ☆2,470Updated 4 months ago
• google / seqio
  Task-based datasets, preprocessing, and evaluation for sequence models.
  ☆561Updated this week
• lucidrains / rotary-embedding-torch
  Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
  ☆571Updated last week
• tatp22 / linformer-pytorch
  My take on a practical implementation of Linformer for Pytorch.
  ☆407Updated 2 years ago
• lucidrains / RETRO-pytorch
  Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
  ☆851Updated last year
• facebookresearch / bitsandbytes
  Library for 8-bit optimizers and quantization routines.
  ☆714Updated 2 years ago
• lucidrains / local-attention
  An implementation of local windowed attention for language modeling
  ☆384Updated 2 months ago
• lucidrains / linformer
  Implementation of Linformer for Pytorch
  ☆257Updated 10 months ago
• microsoft / Tutel
  Tutel MoE: An Optimized Mixture-of-Experts Implementation
  ☆735Updated this week
• lucidrains / sinkhorn-transformer
  Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention
  ☆253Updated 3 years ago
• DeMoriarty / TorchPQ
  Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda
  ☆214Updated 11 months ago
• IntelLabs / academic-budget-bert
  Repository containing code for "How to Train BERT with an Academic Budget" paper
  ☆309Updated last year
• Lightning-Universe / lightning-transformers
  Flexible components pairing 🤗 Transformers with Pytorch Lightning
  ☆611Updated last year
• davidmrau / mixture-of-experts
  PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538
  ☆983Updated 7 months ago