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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).
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).
28 lut 2024 · Lei Wang , Wenhui Wang. , Shaohan Huang , Li Dong , Ruiping Wang , Jilong Xue , Furu Wei. Abstract. 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}.
18 paź 2024 · bitnet.cpp is the official framework for inference with 1-bit LLMs (e.g., BitNet b1.58). It includes a set of optimized kernels for fast and lossless inference of 1.58-bit models on CPUs, with...
bitnet.cpp is an open-source framework developed by Microsoft for efficiently running large language models (LLMs) using 1-bit quantization on CPUs. It is based on the paper “The Era of 1-bit...
In this work, we introduce BitNet, a scalable and stable 1-bit Transformer architecture designed for large language models. Specifically, we introduce BitLinear as a drop-in replacement of the nn.Linear layer in order to train 1-bit weights from scratch.
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.
