optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052
☆479Mar 15, 2024Updated 2 years ago
Alternatives and similar repositories for ByteTransformer
Users that are interested in ByteTransformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Standalone Flash Attention v2 kernel without libtorch dependency☆113Sep 10, 2024Updated last year
- Transformer related optimization, including BERT, GPT☆6,439Mar 27, 2024Updated 2 years ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,002Sep 19, 2024Updated last year
- Running BERT without Padding☆479Mar 18, 2022Updated 4 years ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Jun 21, 2026Updated 3 weeks ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆932Dec 30, 2024Updated last year
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,343Aug 28, 2025Updated 10 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆445Mar 5, 2026Updated 4 months ago
- A model compilation solution for various hardware☆473Aug 20, 2025Updated 11 months ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆743Jan 26, 2023Updated 3 years ago
- ☆269Jul 11, 2024Updated 2 years ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,895Jul 1, 2026Updated 2 weeks ago
- A primitive library for neural network☆1,367Nov 24, 2024Updated last year
- study of cutlass☆22Nov 10, 2024Updated last year
- 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.
- A high-performance, extensible Python AOT compiler.☆449Sep 26, 2023Updated 2 years ago
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,434Updated this week
- a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.☆1,546Jul 18, 2025Updated last year
- LightSeq: A High Performance Library for Sequence Processing and Generation☆3,296May 16, 2023Updated 3 years ago
- row-major matmul optimization☆743May 14, 2026Updated 2 months ago
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,279Updated this week
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆45Feb 27, 2025Updated last year
- Distributed Compiler based on Triton for Parallel Systems☆1,493Jul 11, 2026Updated last week
- FlashInfer: Kernel Library for LLM Serving☆5,983Updated 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.
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆201Apr 27, 2022Updated 4 years ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,182Updated this week
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆145Mar 31, 2023Updated 3 years ago
- ☆150Jan 9, 2025Updated last year
- GPTQ inference TVM kernel☆41Apr 25, 2024Updated 2 years ago
- how to optimize some algorithm in cuda.☆3,141Updated this week
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆192Jan 28, 2025Updated last year
- ☆140Apr 23, 2024Updated 2 years ago
- MegCC是一个运行时超轻量,高效,移植简单的深度学习模型编译器☆482Oct 23, 2024Updated last year
- 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.
- play gemm with tvm☆91Jul 22, 2023Updated 2 years ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆850Mar 6, 2025Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,109Sep 4, 2024Updated last year
- A schedule language for large model training☆153Aug 21, 2025Updated 10 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆154May 29, 2025Updated last year
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆14,158Updated this week
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆556Sep 8, 2024Updated last year