深度学习系统笔记，包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解。
☆516Dec 11, 2025Updated 4 months ago
Alternatives and similar repositories for dl_note
Users that are interested in dl_note are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LLM notes, including model inference, transformer model structure, and llm framework code analysis notes.☆873Apr 2, 2026Updated last week
- A light llama-like llm inference framework based on the triton kernel.☆180Jan 5, 2026Updated 3 months ago
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆117Jul 11, 2025Updated 9 months ago
- 记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/☆2,625Dec 11, 2025Updated 4 months ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆10,217Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆11Feb 13, 2025Updated last year
- 校招、秋招、春招、实习好项目，带你从零动手实现支持LLama2/3和Qwen2.5的大模型推理框架。☆528Oct 28, 2025Updated 5 months ago
- 模型压缩的小白入门教程，PDF下载地址 https://github.com/datawhalechina/awesome-compression/releases☆363Nov 25, 2025Updated 4 months ago
- ☆10Jul 18, 2024Updated last year
- how to optimize some algorithm in cuda.☆2,910Apr 1, 2026Updated last week
- System for AI Education Resource.☆4,253Oct 25, 2024Updated last year
- Quantize yolov5 using pytorch_quantization.🚀🚀🚀☆14Oct 24, 2023Updated 2 years ago
- ffmpeg+cuvid+tensorrt+multicamera☆12Dec 31, 2024Updated last year
- AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术☆16,574Sep 3, 2025Updated 7 months ago
- 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.
- 一款简单易用和高性能的AI部署框架 | An Easy-to-Use and High-Performance AI Deployment Framework☆1,782Updated this week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,130Updated this week
- 本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）☆23,947Mar 12, 2026Updated last month
- 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…☆3,396Jun 22, 2025Updated 9 months ago
- ☆14Nov 3, 2025Updated 5 months ago
- ☆45Mar 4, 2026Updated last month
- 使用 CUDA C++ 实现的 llama 模型推理框架☆65Nov 8, 2024Updated last year
- Examples of CUDA implementations by Cutlass CuTe☆271Jul 1, 2025Updated 9 months ago
- 模型部署白皮书(CUDA|ONNX|TensorRT|C++)🚀🚀🚀☆245Sep 18, 2024Updated last year
- 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.
- 本仓库基于 Intel OpenVINO Toolkit 部署 LightTrack 跟踪算法，包含 Python、C++ 两种语言的推理代码.☆21Nov 2, 2023Updated 2 years ago
- how to learn PyTorch and OneFlow☆494Mar 22, 2024Updated 2 years ago
- Penn CIS 5650 (GPU Programming and Architecture) Final Project☆44Dec 11, 2023Updated 2 years ago
- 模型压缩的小白入门教程☆22Jul 7, 2024Updated last year
- 主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题☆13,727Apr 30, 2025Updated 11 months ago
- learning how CUDA works☆384Mar 3, 2025Updated last year
- Flash Attention in ~100 lines of CUDA (forward pass only)☆1,107Dec 30, 2024Updated last year
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆82Aug 12, 2024Updated last year
- Material for gpu-mode lectures☆5,945Feb 1, 2026Updated 2 months ago
- 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.
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)☆335Jan 5, 2025Updated last year
- 大模型API性能指标比较 - 深入分析TTFT、TPS等关键指标☆20Sep 12, 2024Updated last year
- 68th palce solution in Kaggle Humpback Whale Identification.☆11Jul 6, 2023Updated 2 years ago
- a fast and customizable CUDA int4 tensor core gemm☆15Aug 2, 2024Updated last year
- ☆171Feb 5, 2026Updated 2 months ago
- Free resource for the book AI Compiler Development Guide☆49Dec 22, 2022Updated 3 years ago
- Official repository for the paper Local Linear Attention: An Optimal Interpolation of Linear and Softmax Attention For Test-Time Regressi…☆23Oct 1, 2025Updated 6 months ago