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What is bitnet.cpp?
bitnet.cpp is a 1-bit LLM inference framework by Microsoft in C/C++ language.
bitnet.cpp is developed based on llama.cpp.
If you are interested in llama.cpp, please click the following.
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What is llama.cpp? Framework for Inferring Large Language Models such as LLaMA in C/C++ Language
We can help you with your concerns. What is llama.cpp? llama.cpp is a framework for inferring Large Language Models (LLMs) such as LLaMA in C/C++ language. The main goal of llama.cpp is to enable LLM inference with minimal setup and state-of-the-art performance on a variety of hardware, both locally and in the cloud. For reference, LLaMA is an open-source framework of large-scale language models in the Python language developed by Meta (formerly Facebook).
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$ git clone https://github.com/meta-llama/llama |
The license is LLAMA 2 COMMUNITY LICENSE AGREEMENT. If you want to know more about AI chatbots with large language models including LLaMA, please click the ...
bitnet.cpp is available as open source on GitHub.
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$ git clone https://github.com/microsoft/BitNet |
The open source license is MIT License.
The features and limitations of bitnet.cpp are as follows.
- Supporting fast, lossless inference of 1.58-bit models on CPUs (NPUs and GPUs to be supported)
- On ARM CPUs, achieves speedups ranging from 1.37x to 5.07x and power reductions ranging from 55.4% to 70.0%
- On x86 CPUs, achieved speedups ranging from 2.37x to 6.17x and power consumption reductions ranging from 71.9% to 82.2%
- 100B BitNet b1.58 model running on a single CPU achieved speeds comparable to human reading speed (5 to 7 tokens per second)
Introductory Videos of bitnet.cpp
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Introductory Articles of bitnet.cpp
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Summary
We introduced bitnet.cpp, a 1-bit LLM inference framework in C/C++ language by Microsoft.
bitnet.cpp was found to be energy efficient.
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Recommended Job Sites for AI Engineers [Posts/Boards] [C++/Python]
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Recommended Job Sites for Prompt Engineers [Posts/Boards] [AI Chatbots, ChatGPT, Auto-GPT, Gemini (formerly Bard)]
We can help you with your concerns. We introduce you to recommended job sites (recruitment agencies) for Prompt Engineers. NOTE: Prompt engineers are sometimes called AI Trainers, AI Alchemists, and AI Whisperers. To become a Prompt Engineer, you are required to learn AI chatbot like ChatGPT and Auto-GPT, Gemini (formerly Bard), and Prompt Engineering. If you would to know AI chatbots, how to start and use ChatGPT, Auto-GPT, Gemini, and Prompt Engineering, please click the following. As of October 2023, there are not many job openings for prompt engineers. However, the information "$335,000 Pay for ‘AI Whisperer’ Jobs Appears in ...