C language

What is bitnet.cpp? Framework for Inferring 1-bit LLM by Microsoft in C/C++ Language

2024/11/22

We can help you with your concerns. You can learn from us. 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. bitnet.cpp is available as open source on GitHub.

$ git clone https://github.com/microsoft/BitNet

1	$ 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 ...

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What is llama2.c? Framework for Inferring LLaMA 2 in C Language

2024/11/22

We can help you with your concerns. You can learn from us. What is llama2.c? llama2.c is a C framework that can infer LLaMA 2. llama2.c is developed under the influence of llama.cpp. If you are interested in llama.cpp, please click the following. llama2.c is available as open source on GitHub.

$ git clone https://github.com/karpathy/llama2.c

1	$ git clone https://github.com/karpathy/llama2.c

The open source license is MIT License. The features and limitations of llama2.c are as follows. The ability to train the LLaMA 2 LLM architecture in PyTorch and infer LLaMA 2 with a file "run.c" of about 700 lines written in pure CSuper-simple, minimal and educational compared to ...

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What is llama.cpp? Framework for Inferring Large Language Models such as LLaMA in C/C++ Language

2024/11/22

We can help you with your concerns. You can learn from us. 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).

$ git clone https://github.com/meta-llama/llama

1	$ 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 ...

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What is llm.c? Framework for Training Large Language Models in C Language

2024/11/22

We can help you with your concerns. You can learn from us. What is llm.c? llm.c is a framework for training Large Language Models (LLMs) using pure C and CUDA without PyTorch or cPython. By using llm.c, you can train LLMs about 7% faster than with PyTorch. Since "llm" in "llm.c" is a Large Language Model and ".c" is an extension for C source files, the name of the framework like the filename of C source files is good! As of July 2024, llm.c will focus on pretraining (especially GPT-2 and GPT-3 reproduction) and parallel PyTorch reference implementation in train_gpt2.py. ...