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facebookresearch/lingua

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

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

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4.8k stars270 forksLast push Jul 18, 2025 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 (415d since push)
As of Sep 6, 2026
Provenance
Not a fork · Organization account
As of Sep 6, 2026
Security (OSV)
No criticals
As of Jul 11, 2026

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

Install

pip install lingua
PyPI

Similar tools

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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 · Sep 6, 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. ```bash git clone https://github.com/facebookresearch/lingua cd lingua bash setup/create env.sh License Met...

For agents

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

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