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facebookresearch/lingua

Meta Lingua: a lean efficient easy-to-hack codebase to research LLMs

GraphCanon updated 2w · GitHub synced 2w

4.8k stars271 forksLast push 1y Python BSD-3-Clause

Decision brief

Lingua is a Meta-developed Python framework focused on ease of modification and streamlined efficiency.

Good fit when

  • Use Lingua when your preference lies in a lean Python-based framework that emphasizes modifiability for LLM research.
  • Ideal if you aim to conduct experiments with large language models without the overhead of larger, less flexible frameworks.

Avoid when

  • Avoid Lingua if your project requires extensive pre-built functionalities that this lightweight framework does not provide out-of-the-box.
  • Not recommended for researchers or developers seeking a comprehensive suite of tools and who prefer a more feature-rich environment over modifiability.

Observed Jul 15, 2026 · Source: enrich:decision_facts

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Maintenance and security

Full trust report
Maintenance
Dormant (384d since push)
As of 2w
Provenance
Not a fork · Organization account
As of 2w
Security (OSV)
No criticals
As of 1mo

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install lingua
PyPI

Similar tools

Same-category neighbours. No typed graph edges are catalogued for this tool yet.

Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

A Python-based repository designed for researching large language models, offering an accessible and modifiable environment.

Capability facts

Languages
python

Source: github.language · Aug 7, 2026

Categories

Tags

README

Quick start

The following commands launch a SLURM job that creates an environment for Meta Lingua. The env creation should take around 5 minutes without counting downloads.

git clone https://github.com/facebookresearch/lingua
cd lingua

bash setup/create_env.sh

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## License

Meta Lingua is licensed under BSD-3-Clause license. Refer to the LICENSE file in the top level directory.

For agents

This page has a .md twin and JSON over the API.

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