TranslatedOpen-source manuscript of 《深入理解 AI Infra:量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments
- accelerator
- ai-infra
- ai-infrastructure
- book
A curated list of awesome infosec courses and training resources.
A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.
A curated list of hacking environments where you can train your cyber skills legally and safely
MiniOB is a compact database that assists developers in understanding the fundamental workings of a database.
- database
- learn-to-database
- mini-database
- classroom
A curated list of awesome .NET Performance books, courses, trainings, conference talks, blogs and most inspiring open source contributors. Inspired by awesome-... stuff.
💎 A collection of awesome training series, articles, videos, books, courses, sample projects, and tools for Microservices in .NET
Guidelines and training material to write secure smart contracts
Community list of transit APIs, apps, datasets, research, and software :bus::star2::train::star2::steam_locomotive:
Programming exercises, code katas and puzzles for your job interview training - or just for fun.
Malware samples, analysis exercises and other interesting resources.
- malware-samples
- trickbot
- pcaps
- lokibot
The repository contains the ENGLISH description files attached to the video series in my ARABIC algorithms channel.
- algorithm
- acm-icpc
- competitive-programming
- arabic
TranslatedGuide to a high-value life, overseas edition: high-value study abroad. Scholarships for studying abroad, tuition-free study, full government scholarships, paid PhDs, and in Germany and Japan people pay you to learn a trade, with scholarships for the US, Canada and Australia in their own section. It's not you paying to study abroad, it's you getting paid to study abroad. 71 entries, citing only official sources. Follow the author: WeChat Channels (视频号) Becky在地球村 (Becky in the Global Village)
- australia
- canada
- chinese
- csc
A collection of computer vision pre-trained models.
Recent Advances in Vision and Language PreTrained Models (VL-PTMs)
- vision-and-language
- pretraining
- multimodal-deep-learning
- bert
Examples and experiments around ML for upcoming Coding Train videos
Train and Deploy an ML REST API to predict crypto prices, in 10 steps
List of topic-specific resources to help you prepare for Symfony certification
Learning Management System OpenOlat
This repository contains a subset of pointers to solutions with editorials and notes to my trainees (ACM ICPC, OJs, IOI, POI, CEOI, JOI, etc). For IOI/OI, I organized what I found on the web from official solutions and materials.
Exercises for Docker training
INGInious is a secure and automated exercises assessment platform using your own tests, also providing a pluggable interface with your existing LMS.
This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.
A Kata exercise. This one involves writing code to reserve seats on a train.