#python#large_language_models#machine_learning_systems#natural_language_processing
Flash Linear Attention (FLA) is a fast, memory-efficient library for advanced linear attention models used in transformers, written in PyTorch and Triton, and compatible with NVIDIA, AMD, and Intel GPUs. It offers many state-of-the-art linear attention models and fused modules that speed up training and reduce memory use. You can easily replace standard attention layers in your models with FLA’s efficient versions, improving training and inference speed, especially for long sequences. FLA supports hybrid models mixing linear and standard attention, and integrates with Hugging Face Transformers for easy use and evaluation. This helps you train and run large language models faster and with less memory, making your AI projects more efficient and scalable.
https://github.com/fla-org/flash-linear-attention
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#game, #classic, #html5, #multiplayer
#html#bootstrap#devcontainer#html5#jamstack#jekyll#jekyll_theme#pwa#responsive_web_design#rubygems
The Chirpy Jekyll theme is a simple and powerful tool for creating websites, especially for technical writing. It offers many features like dark mode, categories, syntax highlighting, and built-in search. This theme helps users create visually appealing sites with ease, making it ideal for sharing knowledge and ideas. It also supports mathematical expressions and diagrams, which is beneficial for technical content. Additionally, it is optimized for SEO and performance, ensuring your site is easily found and runs smoothly.
https://github.com/cotes2020/jekyll-theme-chirpy
#javascript#3d#augmented_reality#canvas#html5#javascript#svg#virtual_reality#webaudio#webgl#webgl2#webgpu#webxr
Three.js is a powerful and easy-to-use JavaScript library that helps you create 3D graphics and animations on the web with much less code than using WebGL directly. It handles complex tasks like rendering and math calculations, so you can focus on designing your 3D scenes. It supports WebGL and WebGPU, with additional options like SVG and CSS3D. Three.js has excellent documentation, many examples, and a large, active community that provides support and updates. This makes it ideal for quickly building interactive 3D content that works across browsers, improving your web projects with engaging visuals and smooth performance[1][3][5].
https://github.com/mrdoob/three.js