bytedance / lightseqLinks
LightSeq: A High Performance Library for Sequence Processing and Generation
☆3,285Updated 2 years ago
Alternatives and similar repositories for lightseq
Users that are interested in lightseq are comparing it to the libraries listed below
Sorting:
- a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.☆1,528Updated 2 weeks ago
- Transformer related optimization, including BERT, GPT☆6,261Updated last year
- Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.☆3,118Updated last year
- A fast MoE impl for PyTorch☆1,766Updated 5 months ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,123Updated 2 weeks ago
- A primitive library for neural network☆1,345Updated 8 months ago
- PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.☆763Updated 2 years ago
- PyTorch extensions for high performance and large scale training.☆3,350Updated 3 months ago
- A PyTorch-based knowledge distillation toolkit for natural language processing☆1,667Updated 2 years ago
- ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab☆2,045Updated last year
- Bagua Speeds up PyTorch☆882Updated last year
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Bla…☆2,587Updated this week
- Several simple examples for popular neural network toolkits calling custom CUDA operators.☆1,488Updated 4 years ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,405Updated last year
- Ongoing research training transformer models at scale☆13,010Updated this week
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,818Updated this week
- EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit☆2,158Updated 8 months ago
- EasyTransfer is designed to make the development of transfer learning in NLP applications easier.☆862Updated 2 years ago
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,688Updated 9 months ago
- real Transformer TeraFLOPS on various GPUs☆911Updated last year
- A high performance and generic framework for distributed DNN training☆3,686Updated last year
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆886Updated 7 months ago
- MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.☆4,568Updated last year
- Boosting your Web Services of Deep Learning Applications.☆1,242Updated 4 years ago
- Bolt is a deep learning library with high performance and heterogeneous flexibility.☆953Updated 3 months ago
- Training and serving large-scale neural networks with auto parallelization.☆3,143Updated last year
- Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL☆544Updated 4 years ago
- how to optimize some algorithm in cuda.☆2,345Updated this week
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,809Updated this week
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,662Updated last week