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Neural Networks: Zero to Hero
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
Build your neural network easy and fast, ่ซ็ฆPythonไธญๆๆๅญฆ
๐๐ ใๅคงๆจกๅใ2ๅฐๆถๅฎๅ จไป0่ฎญ็ป26M็ๅฐๅๆฐGPT๏ผ๐ Train a 26M-parameter GPT from scratch in just 2h!
This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimizatiโฆ
Introduction to Machine Learning Systems
FlashInfer: Kernel Library for LLM Serving
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels
๐A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.๐
Learning Deep Representations of Data Distributions
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
cheap & easy LLM experiments for amateurs (alpha)
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base.
Read-only mirror of https://review.coreboot.org/coreboot.git. Synced every hour. We don't handle Pull Requests.
LinuxBoot book which contains the documentation in markdown format
The LinuxBoot project is working to enable Linux to replace your firmware on all platforms.
A fully Go userland with Linux bootloaders! u-root can create a one-binary root file system (initramfs) containing a busybox-like set of tools written in Go.
A curated list of awesome embedded programming.
Bao, a Lightweight Static Partitioning Hypervisor