The Changelog: Software Development, Open Source Open source LLMs are catching up (News)
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Dec 11, 2023 Open source large language models are catching up with ChatGPT, showcasing significant advancements. SQLite has improved its JSON functions, enhancing data handling capabilities. The Ratatui Rust crate is introduced for crafting terminal UIs effortlessly. A case study demonstrates building a complex app using just vanilla JavaScript, balancing between frameworks and standard technologies. Additionally, there's a focus on NPM security updates to ensure safer software development practices.
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Open-Source LLMs Closing the Gap
- Open-source LLMs are catching up to closed-source models like ChatGPT.
- Researchers found open-source models perform on par or better in various tasks.
SQLite's JSON-B Performance Boost
- SQLite's text-based JSON functions have been rewritten using a binary representation (JSON-B).
- This change significantly improves performance and efficiency.
Ratatouille for Rust TUIs
- Ratatouille, a Rust crate, helps build complex terminal user interfaces (TUIs).
- It uses immediate rendering with intermediate buffers.