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# 🦙 Python Bindings for [`llama.cpp`](https://github.com/ggerganov/llama.cpp)
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# 🦙 Python Bindings for [`llama.cpp`](https://github.com/ggerganov/llama.cpp)
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---
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[![Documentation Status](https://readthedocs.org/projects/llama-cpp-python/badge/?version=latest)](https://llama-cpp-python.readthedocs.io/en/latest/?badge=latest)
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[![Documentation Status](https://readthedocs.org/projects/llama-cpp-python/badge/?version=latest)](https://llama-cpp-python.readthedocs.io/en/latest/?badge=latest)
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[![Tests](https://github.com/abetlen/llama-cpp-python/actions/workflows/test.yaml/badge.svg?branch=main)](https://github.com/abetlen/llama-cpp-python/actions/workflows/test.yaml)
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[![Tests](https://github.com/abetlen/llama-cpp-python/actions/workflows/test.yaml/badge.svg?branch=main)](https://github.com/abetlen/llama-cpp-python/actions/workflows/test.yaml)
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@ -25,7 +24,6 @@ Documentation is available at [https://llama-cpp-python.readthedocs.io/en/latest
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## Installation
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## Installation
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Install from PyPI (requires a c compiler):
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Install from PyPI (requires a c compiler):
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Detailed MacOS Metal GPU install documentation is available at [docs/install/macos.md](https://llama-cpp-python.readthedocs.io/en/latest/install/macos/)
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Detailed MacOS Metal GPU install documentation is available at [docs/install/macos.md](https://llama-cpp-python.readthedocs.io/en/latest/install/macos/)
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## High-level API
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## High-level API
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[API Reference](https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#high-level-api)
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[API Reference](https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#high-level-api)
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@ -273,7 +270,6 @@ llm = Llama(model_path="./models/7B/llama-model.gguf", n_ctx=2048)
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## OpenAI Compatible Web Server
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## OpenAI Compatible Web Server
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`llama-cpp-python` offers a web server which aims to act as a drop-in replacement for the OpenAI API.
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`llama-cpp-python` offers a web server which aims to act as a drop-in replacement for the OpenAI API.
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This allows you to use llama.cpp compatible models with any OpenAI compatible client (language libraries, services, etc).
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This allows you to use llama.cpp compatible models with any OpenAI compatible client (language libraries, services, etc).
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@ -313,7 +309,6 @@ For possible options, see [llama_cpp/llama_chat_format.py](llama_cpp/llama_chat_
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- [Vision API support](https://llama-cpp-python.readthedocs.io/en/latest/server/#multimodal-models)
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- [Vision API support](https://llama-cpp-python.readthedocs.io/en/latest/server/#multimodal-models)
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## Docker image
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## Docker image
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A Docker image is available on [GHCR](https://ghcr.io/abetlen/llama-cpp-python). To run the server:
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A Docker image is available on [GHCR](https://ghcr.io/abetlen/llama-cpp-python). To run the server:
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[Docker on termux (requires root)](https://gist.github.com/FreddieOliveira/efe850df7ff3951cb62d74bd770dce27) is currently the only known way to run this on phones, see [termux support issue](https://github.com/abetlen/llama-cpp-python/issues/389)
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[Docker on termux (requires root)](https://gist.github.com/FreddieOliveira/efe850df7ff3951cb62d74bd770dce27) is currently the only known way to run this on phones, see [termux support issue](https://github.com/abetlen/llama-cpp-python/issues/389)
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## Low-level API
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## Low-level API
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---
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[API Reference](https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#low-level-api)
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[API Reference](https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#low-level-api)
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@ -351,13 +345,11 @@ Check out the [examples folder](examples/low_level_api) for more examples of usi
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## Documentation
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## Documentation
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Documentation is available via [https://llama-cpp-python.readthedocs.io/](https://llama-cpp-python.readthedocs.io/).
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Documentation is available via [https://llama-cpp-python.readthedocs.io/](https://llama-cpp-python.readthedocs.io/).
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If you find any issues with the documentation, please open an issue or submit a PR.
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If you find any issues with the documentation, please open an issue or submit a PR.
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## Development
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## Development
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This package is under active development and I welcome any contributions.
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This package is under active development and I welcome any contributions.
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```
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```
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## FAQ
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## FAQ
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### Are there pre-built binaries / binary wheels available?
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### Are there pre-built binaries / binary wheels available?
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@ -407,6 +398,5 @@ I originally wrote this package for my own use with two goals in mind:
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Any contributions and changes to this package will be made with these goals in mind.
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Any contributions and changes to this package will be made with these goals in mind.
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## License
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## License
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This project is licensed under the terms of the MIT license.
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This project is licensed under the terms of the MIT license.
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