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README.md. 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).
This is my attempt to implement neural network training and inference with the BitLinear layer from the BitNet paper from scratch in C for learning purposes. The long term goal is to work towards an implementation of a smaller version of the LLaMA architecture.
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).
28 lut 2024 · Recent research, such as BitNet, is paving the way for a new era of 1-bit Large Language Models (LLMs). In this work, we introduce a 1-bit LLM variant, namely BitNet b1.58, in which every single parameter (or weight) of the LLM is ternary {-1, 0, 1}. It matches the full-precision (i.e., FP16 or BF16) Transformer LLM with the same model size and ...
What is bitnet.cpp? bitnet.cpp is a C++ library that loads and runs 1-bit quantized LLMs. 1-bit quantization represents the weights of a neural network using just a single bit per...
1 mar 2024 · Microsoft’s unveiling of BitNet 1.58 B has been marked by its emphasis on energy efficiency. This new model distinguishes itself by using 1-bit technology to achieve remarkable performance...
5 sty 2017 · BITNET was a point-to-point store and forward kind of network, very different from the way Internet Protocol (IP) works. This means that in BITNET, email and files were transmitted as whole data from one server to another until it reached the final destination, making it more like Usenet.
