Implement a Pytorch-like DL library in C++ from scratch, step by step
☆346Apr 15, 2026Updated 3 months ago
Alternatives and similar repositories for OriginDL
Users that are interested in OriginDL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- hpc 教程,包含集合通信(mpi、nccl)、cuda 编程、向量化 SIMD、RDMA 通信等☆635Apr 27, 2026Updated 3 months ago
- LLM Inference FrameWork☆32May 20, 2026Updated 2 months ago
- Modern CUDA Learn Notes with PyTorch for Beginners, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.☆11,740Updated this week
- 分享AI Infra知识&代码练习:PyTorch、vLLM/SGLang、slime/vime框架入门⚡️、性能加速🚀、大模型基础🧠、AI软硬件🔧等☆3,423Updated this week
- 🍎 One kernel a day keeps high latency away. A hands-on CUDA learning path featuring a rich collection of kernels, from the basics to pea…☆207Updated 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.
- CUDA 算子手撕与面试指南☆1,076Aug 23, 2025Updated 11 months ago
- AI Infra 全栈从0入门学习资料:https://caomaolufei.github.io/AIInfraGuide/☆1,591Updated this week
- AIInfra(AI 基础设施)指AI系统从底层芯片等硬件,到上层软件栈支持AI大模型训练和推理。☆7,904Dec 22, 2025Updated 7 months ago
- A lightweight deep learning training framework implemented from scratch in C++, featuring a PyTorch-style API.☆208Jun 23, 2026Updated last month
- EasyNN是一个面向教学而开发的神经网络推理框架,旨在让大家0基础也能自主完成推理框架编写!☆40Aug 26, 2024Updated last year
- A tutorial for CUDA&PyTorch☆490Mar 23, 2026Updated 4 months ago
- High Performance LLM Inference Operator Library☆1,100Updated this week
- Based on Nano-vLLM, a simple replication of vLLM with self-contained paged attention and flash attention implementation☆964Jul 22, 2026Updated 2 weeks ago
- Examples of CUDA implementations by Cutlass CuTe☆281Jul 1, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Nano vLLM☆14,935Apr 26, 2026Updated 3 months ago
- A light llama-like llm inference framework based on the triton kernel.☆186Aug 1, 2026Updated last week
- FlashInfer: Kernel Library for LLM Serving☆6,138Updated this week
- ☆13Jun 23, 2022Updated 4 years ago
- A self-learning tutorail for CUDA High Performance Programing.☆1,067Jan 14, 2026Updated 6 months ago
- Fast and Memory-Efficient Exact Attention for Large Headdim, 1.5x~6x speedup over PyTorch SDPA.☆321Updated this week
- From Minimal GEMM to Everything☆232Jul 9, 2026Updated last month
- This project aims to provide a high effective KV cache manage framework for llm inference and improve memory utilization and inference sp…☆71Apr 24, 2026Updated 3 months ago
- Exploring how optimizations for GEMMs work☆36Feb 28, 2026Updated 5 months 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.
- Flash Attention from Scratch on CUDA Ampere☆189Sep 1, 2025Updated 11 months ago
- ☆18Mar 1, 2026Updated 5 months ago
- 📚200+ Tensor/CUDA Cores Kernels, ⚡️flash-attn-mma, ⚡️hgemm with WMMA, MMA and CuTe (98%~100% TFLOPS of cuBLAS/FA2 🎉🎉).☆91Apr 26, 2025Updated last year
- 实现一个子集c编译器,后端基于llvm20☆13Mar 13, 2025Updated last year
- 复现 nanovllm并增加注释☆15Jan 27, 2026Updated 6 months ago
- A High-Performance BitTorrent Client in C++23☆37May 18, 2026Updated 2 months ago
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆10,226Updated this week
- A skill for automatically optimizing CUDA code.☆42Mar 26, 2026Updated 4 months ago
- 从零构建大模型:从预训练到RLHF的完整实践☆2,679May 20, 2026Updated 2 months 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.
- 学习与实践 CUDA Kernel 优化的示例仓库,涵盖矩阵乘法(SGEMM)、矩阵转置、各类归约(sum/max/softmax/矩阵 softmax)、GEMV、逐元素算子、LayerNorm,以及 cuBLAS 对比与若干入门示例。目标是以循序渐进的方式,拆解典型优化…☆29Aug 20, 2025Updated 11 months ago
- 校招、秋招、春招、实习好项目!带你从零实现一个高性能的深度学习推理库,支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library st…☆3,490Jun 22, 2025Updated last year
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆7,178Updated this week
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆158May 10, 2025Updated last year
- A compact implementation of SGLang, designed to demystify the complexities of modern LLM serving systems.☆4,720May 17, 2026Updated 2 months ago
- My learning notes for ML SYS.☆6,847Updated this week
- Deep insight tensorrt, including but not limited to qat, ptq, plugin, triton_inference, cuda☆24Jul 28, 2026Updated 2 weeks ago