Alternatives and similar repositories for fastformers:

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

• alexa / bort
  Repository for the paper "Optimal Subarchitecture Extraction for BERT"
  ☆471Updated 2 years ago
• microsoft / fastseq
  An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…
  ☆430Updated 2 years ago
• Lightning-Universe / lightning-transformers
  Flexible components pairing 🤗 Transformers with Pytorch Lightning
  ☆612Updated 2 years ago
• bhoov / exbert
  A Visual Analysis Tool to Explore Learned Representations in Transformers Models
  ☆587Updated last year
• facebookresearch / bitsandbytes
  Library for 8-bit optimizers and quantization routines.
  ☆718Updated 2 years ago
• google-research / xtreme
  XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 ty…
  ☆638Updated 2 years ago
• asyml / texar-pytorch
  Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…
  ☆745Updated 2 years ago
• facebookresearch / SentAugment
  SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…
  ☆362Updated 3 years ago
• nyu-mll / jiant
  jiant is an nlp toolkit
  ☆1,663Updated last year
• microsoft / MPNet
  MPNet: Masked and Permuted Pre-training for Language Understanding https://arxiv.org/pdf/2004.09297.pdf
  ☆290Updated 3 years ago
• harvardnlp / pytorch-struct
  Fast, general, and tested differentiable structured prediction in PyTorch
  ☆1,110Updated 2 years ago
• glample / fastBPE
  Fast BPE
  ☆666Updated 8 months ago
• huggingface / nn_pruning
  Prune a model while finetuning or training.
  ☆399Updated 2 years ago
• Ki6an / fastT5
  ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
  ☆573Updated last year
• facebookresearch / adaptive-span
  Transformer training code for sequential tasks
  ☆610Updated 3 years ago
• facebookresearch / SpanBERT
  Code for using and evaluating SpanBERT.
  ☆895Updated last year
• LiyuanLucasLiu / Transformer-Clinic
  Understanding the Difficulty of Training Transformers
  ☆328Updated 2 years ago
• JetRunner / BERT-of-Theseus
  ⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).
  ☆309Updated last year
• facebookresearch / vizseq
  An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)
  ☆443Updated 4 months ago
• microsoft / MASS
  MASS: Masked Sequence to Sequence Pre-training for Language Generation
  ☆1,118Updated 2 years ago
• GEM-benchmark / NL-Augmenter
  NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations
  ☆780Updated 9 months ago
• huggingface / pytorch_block_sparse
  Fast Block Sparse Matrices for Pytorch
  ☆546Updated 4 years ago
• microsoft / infinibatch
  Efficient, check-pointed data loading for deep learning with massive data sets.
  ☆205Updated last year
• IntelLabs / academic-budget-bert
  Repository containing code for "How to Train BERT with an Academic Budget" paper
  ☆312Updated last year
• google-research / bigbird
  Transformers for Longer Sequences
  ☆592Updated 2 years ago
• richarddwang / electra_pytorch
  Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)
  ☆326Updated last year
• google-research / byt5
  ☆496Updated last year
• google-research / lasertagger
  ☆604Updated 4 months ago
• huggingface / hmtl
  🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
  ☆1,193Updated last year
• allenai / longformer
  Longformer: The Long-Document Transformer
  ☆2,087Updated 2 years ago