The road to hack SysML and become an system expert
☆517Sep 25, 2024Updated last year
Alternatives and similar repositories for hack-SysML
Users that are interested in hack-SysML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆4,322Jul 25, 2025Updated last year
- compiler learning resources collect.☆2,768May 20, 2026Updated 3 months ago
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon)☆4,847Mar 15, 2026Updated 5 months ago
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,776Oct 19, 2024Updated last year
- how to optimize some algorithm in cuda.☆3,232Updated this week
- 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.
- System for AI Education Resource.☆4,338Oct 25, 2024Updated last year
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,351Jul 29, 2023Updated 3 years ago
- how to learn PyTorch and OneFlow☆500Aug 13, 2026Updated 2 weeks ago
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆932Dec 30, 2024Updated last year
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,252Updated this week
- Yinghan's Code Sample☆367Jul 25, 2022Updated 4 years ago
- ☆15Apr 15, 2022Updated 4 years ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Jun 21, 2026Updated 2 months ago
- Distributed Compiler and Optimized Parallel Kernels☆1,529Aug 12, 2026Updated 2 weeks ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- GLake: optimizing GPU memory management and IO transmission.☆502Mar 24, 2025Updated last year
- 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
- DeepLearning Framework Performance Profiling Toolkit☆291Mar 28, 2022Updated 4 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…☆3,511Updated this week
- Standalone Flash Attention v2 kernel without libtorch dependency☆113Sep 10, 2024Updated last year
- row-major matmul optimization☆753May 14, 2026Updated 3 months ago
- NVSHMEM‑Tutorial: Build a DeepEP‑like GPU Buffer☆200Feb 11, 2026Updated 6 months ago
- Zero Bubble Pipeline Parallelism☆466May 7, 2025Updated last year
- A simple high performance CUDA GEMM implementation.☆439Jan 4, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆126Jun 23, 2022Updated 4 years ago
- study of cutlass☆22Nov 10, 2024Updated last year
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,898Updated this week
- ☆2,035Jul 29, 2023Updated 3 years ago
- Resource-adaptive cluster scheduler for deep learning training.☆459Mar 5, 2023Updated 3 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
- FlashInfer: Kernel Library for LLM Serving☆6,290Updated this week
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,355Aug 28, 2025Updated last year
- A primitive library for neural network☆1,367Nov 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.
- ☆150Jan 9, 2025Updated last year
- Simple Dynamic Batching Inference☆144Mar 8, 2022Updated 4 years ago
- play gemm with tvm☆91Jul 22, 2023Updated 3 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
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,438Updated this week
- Tutorials for writing high-performance GPU operators in AI frameworks.☆135Aug 12, 2023Updated 3 years ago
- ☆638Apr 5, 2026Updated 4 months ago