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llamafile is the new best way to run a LLM on your own computer

Dec 01, 2023 - simonwillison.net
Mozilla’s innovation group and Justine Tunney have released llamafile, a multi-GB file that contains both the model weights for a Large Language Model (LLM) and the code needed to run it. The executable is compiled using Cosmopolitan Libc, a project that supports compiling a single binary that works on multiple operating systems and hardware architectures. The article provides a step-by-step guide on how to get started with LLaVA 1.5, a large multimodal model, using llamafile.

The article also explains how different components work together to make this possible, including the LLaVA 1.5 model, llama.cpp for executing the models, and Cosmopolitan Libc for cross-platform compatibility. It also provides information on how to try more models using llamafile. The author appreciates the convenience of llamafile, emphasizing that it is a single binary file that can be used indefinitely on almost any computer without the need for a network connection.

Key takeaways:

  • Mozilla’s innovation group and Justine Tunney have released llamafile, a single multi-GB file that contains both the model weights for a Large Language Model (LLM) and the code needed to run that model.
  • The executable is compiled using Cosmopolitan Libc, a project that supports compiling a single binary that works on multiple different operating systems and hardware architectures.
  • The llamafile README currently links to binaries for various models and provides instructions on how to download and execute these models.
  • One of the key advantages of llamafile is its simplicity and portability, as it is a single binary file that can be used on almost any computer without a network connection.
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