GitHub Trends

#jupyter_notebook#ai#artificial_intelligence#chatgpt#deep_learning#from_scratch#gpt#language_model#large_language_models#llm#machine_learning#python#pytorch#transformer You can learn how to build your own large language model (LLM) like GPT from scratch with clear, step-by-step guidance, including coding, training, and fine-tuning, all explained with examples and diagrams. This approach mirrors how big models like ChatGPT are made but is designed to run on a regular laptop without special hardware. You also get access to code for loading pretrained models and fine-tuning them for tasks like text classification or instruction following. This helps you deeply understand how LLMs work inside and lets you create your own functional AI assistant, gaining practical skills in AI development[1][2][3][4]. https://github.com/rasbt/LLMs-from-scratch

#rust#blockchain#distributed_ledger_technology#move#smart_contracts Sui is a next-generation blockchain platform designed for very fast, low-cost transactions and high scalability, making it ideal for apps like gaming, DeFi, and NFTs. It uses a unique object-based data model and the Move programming language, which helps create secure, flexible smart contracts and allows many transactions to happen at the same time. This means you get instant transaction finality and a smooth user experience. Sui’s native token, SUI, is used for fees, staking, and governance, helping keep the network secure and decentralized. Overall, Sui offers a powerful, efficient foundation for building and using web3 applications. https://github.com/MystenLabs/sui

#c_lang ESP-IDF is Espressif's official software framework for developing applications on ESP32 and related chips, supporting Windows, Linux, and macOS. It offers a complete set of tools, libraries, and drivers for Wi-Fi, Bluetooth, and IoT features, enabling you to build connected devices efficiently using C or C++. ESP-IDF supports multiple chip versions with stable releases and ongoing updates, ensuring reliability and production readiness. It includes easy commands for building, flashing, and monitoring your projects, plus example templates to start quickly. Using ESP-IDF helps you create robust, feature-rich IoT applications with strong community and official support. This saves time and effort in development and deployment. https://github.com/espressif/esp-idf

#typescript Cloudflare AI offers tools and packages to help you build and run AI applications easily on Cloudflare’s global network, using their Workers AI and AI Gateway services. You can develop, test, and deploy AI-powered apps with low latency and high performance, thanks to Cloudflare’s edge computing and GPU infrastructure. The platform supports popular AI models and integrates with other Cloudflare services like vector databases and data lakes, reducing complexity and cost. It also ensures privacy by not training models on your data. This setup helps you quickly create scalable, efficient AI apps that deliver great user experiences and comply with data rules. https://github.com/cloudflare/ai

#typescript#agents#ai#embedders#genkit#llm#machine_learning#multimodal#rag#vector_database Genkit is an open-source framework by Google Firebase that helps you easily build AI-powered apps using a single interface to connect many AI models like Google Gemini, OpenAI, and Anthropic. It supports JavaScript/TypeScript (stable), Go (beta), and Python (alpha), letting you create chatbots, automations, and recommendations quickly with simple code. Genkit works well with web and mobile platforms, offers tools for testing and debugging AI features locally, and lets you deploy and monitor your AI apps on Firebase or other cloud services. This saves you time and effort in developing and managing AI applications efficiently. https://github.com/firebase/genkit

#other This collection of Alfred workflows lets you automate many tasks on your Mac, like showing charger power, generating random images, fixing zoom issues, editing SVGs, converting CSS styles, managing Git projects, switching audio devices, and more. These workflows save you time by performing complex or repetitive actions with simple commands or shortcuts. For example, you can quickly clone Git repos, switch audio inputs, or convert timestamps without leaving your keyboard. Using these tools boosts your productivity by making your computer easier and faster to control, especially if you use Alfred’s Powerpack to integrate and customize workflows for your needs[1][2][5]. https://github.com/sunzsh/favoritesWorkflow4Alfred

#typescript#alibaba#low_code#lowcode Low-code platforms like LowCodeEngine help you build applications quickly without needing to write a lot of code. This means you can create and deploy apps faster, which is good for businesses because they can respond quickly to changing needs. Low-code platforms also make it easier to update apps and improve user experience. They provide tools and components that simplify development, allowing developers to focus on more complex tasks and innovations. This approach helps prevent technical debt and supports better decision-making by providing real-time data insights[1][3][4]. https://github.com/alibaba/lowcode-engine

#cplusplus YimMenuV2 is a mod menu for GTA 5 Enhanced that lets you add new features and options to your game. To use it, download FSL (for extra safety), YimMenuV2, and an injector like Xenos, then place the right files in your GTA V folder and disable BattlEye before launching the game. Once in the main menu, inject YimMenuV2 and press INSERT or Ctrl+\ to open the menu. This gives you more control and fun in the game, but be careful—using mods online can get you banned, so it’s best for private or story mode play[1][3][5]. https://github.com/YimMenu/YimMenuV2

#go#caddy#frankenphp#go#php#sapi#worker FrankenPHP is a modern server for PHP applications. It makes your PHP apps faster and more efficient by using features like "worker mode," which helps keep some data in memory to process requests quickly. This is especially good for frameworks like Laravel and Symfony. FrankenPHP also supports automatic HTTPS, HTTP/2, and HTTP/3, making it secure and fast. It can be easily installed as a standalone binary or used with Docker, making it simple to set up and use. This helps users by speeding up their applications and reducing the need for many servers. https://github.com/php/frankenphp

#fsharp#cloud#editor#functional_programming#programming_language Darklang is a programming language, editor, and infrastructure all in one, making it easy to build backends and command-line tools without worrying about setup or deployment. The main project is now open source, so anyone can help fix bugs or add features, and the team is working on a new version called "dark-next" that isn’t ready for production yet. By using Darklang, you can focus on writing code and solving problems instead of dealing with complicated tools or processes, and you can join a community to get help or share ideas[4][3][2]. https://github.com/darklang/dark

#jupyter_notebook#jax Flax is a library for creating neural networks with JAX. It offers a flexible way to build and analyze these networks. The new Flax NNX API makes it easier to work with neural networks by using regular Python objects, which helps in creating, debugging, and analyzing models more efficiently. This means users can express their models in a more intuitive way, making it simpler to develop and modify neural networks. Flax also provides many tools and examples to help users get started quickly. https://github.com/google/flax

#cuda DeepEP is a special communication library for Mixture-of-Experts (MoE) models. It helps these models work faster and more efficiently by improving how data is shared between different parts of the system. DeepEP supports low-precision operations and can handle data transfer between different types of connections, like NVLink and RDMA. This makes it very useful for both training and using AI models, especially when speed is important. Users benefit from faster processing times and better performance overall. https://github.com/deepseek-ai/DeepEP