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☆6,412Mar 27, 2024Updated 2 years ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,000Sep 19, 2024Updated last year
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Feb 20, 2026Updated 2 months ago
- Running BERT without Padding☆479Mar 18, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆924Dec 30, 2024Updated last year
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,295Aug 28, 2025Updated 8 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆428Mar 5, 2026Updated last month
- A model compilation solution for various hardware☆468Aug 20, 2025Updated 8 months ago
- ☆264Jul 11, 2024Updated last year
- The Tensor Algebra SuperOptimizer for Deep Learning☆740Jan 26, 2023Updated 3 years ago
- study of cutlass☆22Nov 10, 2024Updated last year
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,873Apr 23, 2026Updated last week
- A primitive library for neural network☆1,368Nov 24, 2024Updated last year
- 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.
- FlashInfer: Kernel Library for LLM Serving☆5,498Updated this week
- A high-performance, extensible Python AOT compiler.☆449Sep 26, 2023Updated 2 years ago
- a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.☆1,546Jul 18, 2025Updated 9 months 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…☆3,291Updated this week
- LightSeq: A High Performance Library for Sequence Processing and Generation☆3,300May 16, 2023Updated 2 years ago
- row-major matmul optimization☆721Feb 24, 2026Updated 2 months ago
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,106Updated this week
- Distributed Compiler based on Triton for Parallel Systems☆1,414Apr 22, 2026Updated last week
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆46Feb 27, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,025Updated this week
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆201Apr 27, 2022Updated 4 years ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆143Mar 31, 2023Updated 3 years ago
- ☆150Jan 9, 2025Updated last year
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆193Jan 28, 2025Updated last year
- how to optimize some algorithm in cuda.☆2,952Apr 22, 2026Updated last week
- ☆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☆483Oct 23, 2024Updated last year
- play gemm with tvm☆91Jul 22, 2023Updated 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.
- GPTQ inference TVM kernel☆40Apr 25, 2024Updated 2 years ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆834Mar 6, 2025Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,061Sep 4, 2024Updated last year
- A schedule language for large model training☆152Aug 21, 2025Updated 8 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆150May 29, 2025Updated 11 months ago
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆13,487Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,638Updated this week