HuggingFace offers shared models, datasets, and hosted spaces, giving AI researchers and developers a complete ecosystem. This article explains how to work with HuggingFace models and datasets. 1. Model Operations and Usage 1.1 Custom Storage Directory 1 export HF_HOME=/Volumes/Data/HuggingFace Otherwise the default is the ~/.cache/huggingface directory. 1.2 Downloading Models The

1. LLMs and Langchain Many people may never get the chance to train, or even fine-tune, a large model, but using large models is the wave of the future. So how should we embrace this change? The answer is Langchain. A large model provides a broad, general-purpose foundation. So far

1. Applying to Use GitHub Copilot Chat Application link https://github.com/github-copilot/chat_waitlist_signup/join Once the application is approved, you will receive an email: 2. What Is VS Code Insiders What is VS Code insiders VS Code insiders is the preview version of VS Code, offering some of the latest features and improvements, with

1. Background Under a microservices architecture, the dependency relationships between services are complex. During development, multiple services often need joint debugging. There are two ways to do this: Deploy services to the online development environment, the Kubernetes cluster Use telepresence to connect local and online cluster communication, so you get a relatively stable joint debugging environment.

1. Introduction to WebAssembly Cross-platform: it can run on any platform that supports WebAssembly, including web browsers, servers, and mobile devices High performance: it uses a compact binary format that can be loaded and parsed quickly in the browser, improving application performance Security: it uses a sandbox model that isolates the code running inside it, protecting the system from malicious code