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bitnet.cpp is the official inference framework for 1-bit LLMs (e.g., BitNet b1.58). It offers a suite of optimized kernels, that support fast and lossless inference of 1.58-bit models on CPU (with NPU and GPU support coming next).
Key Features of BitNet.cpp. BitNet.cpp comes with a treasure trove 🪙 of features designed to optimize performance and usability: Optimized Performance 🚀: BitNet.cpp is fine-tuned to run seamlessly on both ARM and x86 CPUs — commonly found in PCs and mobile devices. Performance gains are impressive 🔥; on ARM CPUs, speed increases range from 1.37x to 5.07x, and on x86 CPUs, up to 6.17x.
BitNet. PyTorch Implementation of the linear methods and model from the paper "BitNet: Scaling 1-bit Transformers for Large Language Models". Paper link: BitLinear = tensor -> layernorm -> Binarize -> abs max quantization -> dequant.
29 sie 2023 · Chapter 1: Introduction to C Programming. In this introductory chapter, you will learn the main characteristics and use cases of the C programming language. You will also learn the basics of C syntax and familiarize yourself with the general structure of all C programs.
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27 kwi 2024 · BitNet. PyTorch Implementation of the linear methods and model from the paper "BitNet: Scaling 1-bit Transformers for Large Language Models" Paper link: BitLinear = tensor -> layernorm -> Binarize -> abs max quantization -> dequant.
29 sie 2024 · Getting Started With C Tutorial. Start your coding adventure with our free C Tutorial. A perfect C programming tutorial for beginners and advanced coders alike, this tutorial is your key to unlocking the magic of C programming. With clear explanations and fun examples.
