FastFormers - highly efficient transformer models for NLU
☆702Mar 21, 2025Updated last year
Alternatives and similar repositories for fastformers
Users that are interested in fastformers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆358Feb 22, 2022Updated 4 years ago
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆469Jun 22, 2022Updated 4 years ago
- Prune a model while finetuning or training.☆409Jun 21, 2022Updated 4 years ago
- ☆220Jun 8, 2020Updated 6 years ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆432Aug 17, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for the Shortformer model, from the ACL 2021 paper by Ofir Press, Noah A. Smith and Mike Lewis.☆145Jul 26, 2021Updated 5 years ago
- a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.☆1,551Jul 18, 2025Updated last year
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆176Jun 6, 2021Updated 5 years ago
- Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.☆1,753Dec 20, 2023Updated 2 years ago
- Library for Knowledge Intensive Language Tasks☆978Mar 31, 2022Updated 4 years ago
- Longformer: The Long-Document Transformer☆2,208Feb 8, 2023Updated 3 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,364Mar 23, 2024Updated 2 years ago
- DeLighT: Very Deep and Light-Weight Transformers☆469Oct 16, 2020Updated 5 years ago
- Papers & presentation materials from Hugging Face's internal science day☆2,052Oct 31, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆788Apr 24, 2023Updated 3 years ago
- Pytorch library for fast transformer implementations☆1,781Mar 23, 2023Updated 3 years ago
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,049Jan 9, 2024Updated 2 years ago
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,921Feb 14, 2023Updated 3 years ago
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,693Oct 23, 2024Updated last year
- The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic …☆3,671Updated this week
- Robustness Gym is an evaluation toolkit for machine learning.☆447Jun 28, 2022Updated 4 years ago
- Fast Block Sparse Matrices for Pytorch☆551Jan 21, 2021Updated 5 years ago
- Language-Agnostic SEntence Representations☆3,659May 2, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆609Jul 11, 2024Updated 2 years ago
- Super easy library for BERT based NLP models☆1,915Aug 19, 2024Updated 2 years ago
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"☆6,556Updated this week
- A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)☆5,634Jul 7, 2026Updated 3 months ago
- DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks☆1,262Mar 2, 2023Updated 3 years ago
- XLNet: Generalized Autoregressive Pretraining for Language Understanding☆6,188May 28, 2023Updated 3 years ago
- Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.☆3,167Jan 22, 2024Updated 2 years ago
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,623Jun 12, 2023Updated 3 years ago
- PyTorch extensions for high performance and large scale training.☆3,404Apr 26, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.☆255Nov 2, 2022Updated 3 years ago
- Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing☆797Jul 22, 2025Updated last year
- Transformer training code for sequential tasks☆609Sep 14, 2021Updated 5 years ago
- PyTorch code for EMNLP 2020 Paper "Vokenization: Improving Language Understanding with Visual Supervision"☆190Mar 8, 2021Updated 5 years ago
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,475Aug 15, 2026Updated last month
- Reformer, the efficient Transformer, in Pytorch☆2,193Jun 21, 2023Updated 3 years ago
- Data augmentation for NLP☆4,669Sep 8, 2026Updated last month