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1. github.com › kurhula › microsoft_BitNetmicrosoft_BitNet/README.md at main · kurhula/microsoft_BitNet -...

   github.com › kurhula › microsoft_BitNet

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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).

   • The-Era-of-1-bit-LLMs__Training_Tips_Code_FAQ.pdf - GitHub

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2. github.com › microsoft › BitNetmicrosoft/BitNet: Official inference framework for 1-bit LLMs -...

   github.com › microsoft › BitNet

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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).

3. github.com › master › bitnetThe-Era-of-1-bit-LLMs__Training_Tips_Code_FAQ.pdf - GitHub

   github.com › master › bitnet

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4. arxiv.org › abs › 2402The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

   arxiv.org › abs › 2402

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   27 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}.

5. www.microsoft.com › en-us › researchBitNet: Scaling 1-bit Transformers for Large Language Models

   www.microsoft.com › en-us › research

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   arXiv. Publication. The increasing size of large language models has posed challenges for deployment and raised concerns about environmental impact due to high energy consumption. In this work, we introduce BitNet, a scalable and stable 1-bit Transformer architecture designed for large language models.

6. huggingface.co › posts › shumingmaThe Era of 1-bit LLMs: Training Tips, Code and FAQ - Hugging Face

   huggingface.co › posts › shumingma

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   20 mar 2024 · We present details and tips for training 1-bit LLMs. We also provide additional experiments and results that were not reported and responses to questions regarding the "The-Era-of-1-bit-LLM" paper. Finally, we include the official PyTorch implementation of BitNet (b1.58 and b1) for future research and development of 1-bit LLMs.

7. ustcwhy.github.io › publications › bitnet_b1_58The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

   ustcwhy.github.io › publications › bitnet_b1_58

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   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}.