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☆6,446Mar 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 last month
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆931Dec 30, 2024Updated last year
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,352Aug 28, 2025Updated 11 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆450Mar 5, 2026Updated 5 months ago
- A model compilation solution for various hardware☆476Aug 20, 2025Updated 11 months ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆743Jan 26, 2023Updated 3 years ago
- ☆271Jul 11, 2024Updated 2 years ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,898Updated this week
- A primitive library for neural network☆1,366Nov 24, 2024Updated last year
- study of cutlass☆22Nov 10, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A high-performance, extensible Python AOT compiler.☆447Sep 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…☆3,483Updated this week
- a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.☆1,547Jul 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☆748May 14, 2026Updated 2 months ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆45Feb 27, 2025Updated last year
- FlashInfer: Kernel Library for LLM Serving☆6,129Updated this week
- [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…☆4,215Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Distributed Compiler based on Triton for Parallel Systems☆1,511Updated 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.☆3,189Updated this week
- ☆140Apr 23, 2024Updated 2 years ago
- 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
- 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 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,297Updated this week
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆852Mar 6, 2025Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,123Sep 4, 2024Updated last year
- A schedule language for large model training☆153Aug 21, 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…☆14,335Updated this week
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆562Sep 8, 2024Updated last year
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,674Jul 12, 2024Updated 2 years ago