Transformer related optimization, including BERT, GPT
☆6,457Mar 27, 2024Updated 2 years ago
Alternatives and similar repositories for FasterTransformer
Users that are interested in FasterTransformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆14,762Updated this week
- Fast and memory-efficient exact attention☆25,080Updated this week
- Ongoing research training transformer models at scale☆18,067Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,567Updated this week
- Development repository for the Triton language and compiler☆20,296Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆10,524Sep 23, 2026Updated last week
- LightSeq: A High Performance Library for Sequence Processing and Generation☆3,293May 16, 2023Updated 3 years ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆43,185Updated this week
- NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source compone…☆13,385Sep 22, 2026Updated last week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,556Sep 23, 2026Updated last week
- FlashInfer: Kernel Library for LLM Serving☆6,543Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆11,043Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,511Sep 7, 2026Updated 3 weeks ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,305Updated this week
- 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.
- Large Language Model Text Generation Inference☆10,884Mar 21, 2026Updated 6 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,645Jul 17, 2025Updated last year
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆8,106Sep 28, 2026Updated last week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,114Jun 30, 2025Updated last year
- a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.☆1,551Jul 18, 2025Updated last year
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,728Sep 25, 2026Updated last week
- Open Machine Learning Compiler Framework☆13,797Updated this week
- PyTorch extensions for high performance and large scale training.☆3,405Apr 26, 2025Updated last year
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆481Mar 15, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,901Updated this week
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,265Aug 14, 2025Updated last year
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,692Jul 12, 2024Updated 2 years ago
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,381Mar 27, 2024Updated 2 years ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆36,775Updated this week
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆9,004Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆93,165Updated this week
- ☆414Nov 11, 2023Updated 2 years ago
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆3,008Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Running BERT without Padding☆479Mar 18, 2022Updated 4 years ago
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,345Oct 28, 2024Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,770Jun 25, 2024Updated 2 years ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,067Apr 11, 2025Updated last year
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,752Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,713Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,901Updated this week