Structured Text Generation in Rust

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  • License: Apache-2.0
  • Author: Outlines Developers
  • Tags machine learning, deep learning, language models, structured generation
  • Requires: Python >=3.8
  • Provides-Extra: test
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Project description

Outlines-core Logo

Contributors

Structured generation (in Rust).

This package provides the core functionality for structured generation, formerly implemented in Outlines, with a focus on performance and portability.

Install

We provide bindings to the following languages:

The latest release of the Python bindings is available on PyPi using pip:

pip install outlines-core

The current development branch of outlines-core can be installed from GitHub, also using pip:

pip install git+https://github.com/outlines-dev/outlines-core

Or install in a rust project with cargo:

cargo add outlines-core

How to contribute?

Setup

First, fork the repository on GitHub and clone the fork locally:

git clone git@github.com/YourUserName/outlines-core.git
cd outlines-core

Create a new virtual environment:

python -m venv .venv
source .venv/bin/activate

Then install the dependencies in editable mode, and install the pre-commit hooks:

pip install -e ".[test]"
pre-commit install

Before pushing your code

Run the tests:

pytest

And run the code style checks:

pre-commit run --all-files

Project details

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Avatar for brandonwillard from gravatar.com brandonwillard Avatar for rlouf from gravatar.com rlouf

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  • License: Apache-2.0
  • Author: Outlines Developers
  • Tags machine learning, deep learning, language models, structured generation
  • Requires: Python >=3.8
  • Provides-Extra: test
Classifiers

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This version

0.1.14

0.1.13

0.1.0

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