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。
☆525Aug 7, 2026Updated this week
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.☆887Aug 1, 2026Updated last week
- A light llama-like llm inference framework based on the triton kernel.☆186Aug 1, 2026Updated last week
- 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/☆2,637May 10, 2026Updated 3 months ago
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆120Jul 11, 2025Updated last year
- ⚡️Qwen-Image 4.8x🎉 speedup with Hybrid Acceleration for low VRAM GPUs☆17Oct 24, 2025Updated 9 months 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.
- Modern CUDA Learn Notes with PyTorch for Beginners, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.☆11,760Aug 6, 2026Updated last week
- 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。☆559Oct 28, 2025Updated 9 months ago
- ☆10Jul 18, 2024Updated 2 years ago
- how to optimize some algorithm in cuda.☆3,199Updated this week
- 模型压缩的小白入门教程,PDF下载地址 https://github.com/datawhalechina/awesome-compression/releases☆376Nov 25, 2025Updated 8 months ago
- ☆11Feb 13, 2025Updated last year
- System for AI Education Resource.☆4,331Oct 25, 2024Updated last year
- Quantize yolov5 using pytorch_quantization.🚀🚀🚀☆15Oct 24, 2023Updated 2 years ago
- ffmpeg+cuvid+tensorrt+multicamera☆12Dec 31, 2024Updated last year
- 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.
- 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☆17,577Sep 3, 2025Updated 11 months ago
- 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☆1,861Aug 3, 2026Updated last week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,449Jul 26, 2026Updated 2 weeks 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…☆3,494Jun 22, 2025Updated last year
- ☆14Nov 3, 2025Updated 9 months ago
- 使用 CUDA C++ 实现的 llama 模型推理框架☆64Nov 8, 2024Updated last year
- 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)☆24,896Jul 19, 2026Updated 3 weeks ago
- 模型部署白皮书(CUDA|ONNX|TensorRT|C++)🚀🚀🚀☆248Sep 18, 2024Updated last year
- GEMV implementation with CUTLASS☆21Aug 21, 2025Updated 11 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 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☆500May 20, 2026Updated 2 months ago
- 模型压缩的小白入门教程☆22Jul 7, 2024Updated 2 years ago
- Penn CIS 5650 (GPU Programming and Architecture) Final Project☆46Dec 11, 2023Updated 2 years ago
- Implement Flash Attention using Cute.☆111Dec 17, 2024Updated last year
- Examples of CUDA implementations by Cutlass CuTe☆281Jul 1, 2025Updated last year
- a ai infra framework for edge device base on nndeploy☆18Nov 27, 2025Updated 8 months ago
- 🔥LongCat-Video 1.7x🎉 speedup: cache acceleration and 4/8-bits weight only.☆15Oct 28, 2025Updated 9 months ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆82Aug 12, 2024Updated 2 years ago
- 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.
- ☆52Mar 4, 2026Updated 5 months ago
- Flash Attention in ~100 lines of CUDA (forward pass only)☆1,175Dec 30, 2024Updated last year
- NCU-driven iterative optimization workflow for CUDA/CUTLASS/Triton/CuTe DSL kernels.☆24Apr 10, 2026Updated 4 months ago
- Material for gpu-mode lectures☆6,433Jun 15, 2026Updated last month
- 一个轻量化的大模型推理框架☆23May 26, 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
- learning how CUDA works☆400Mar 3, 2025Updated last year