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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).
LLaMA-BitNet is a repository dedicated to empowering users to train their own BitNet models built upon LLaMA 2 model, inspired by the groundbreaking paper 'The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits'. arxiv.org/pdf/2402.17764.
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}.
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 value,...
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.
