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ludwig

ludwig-ai/ludwig

Low-code framework for building custom LLMs and AI models

GitHub Website

GraphCanon updated 2w · GitHub synced 2w

12k stars1.2k forksLast push 2w Python Apache-2.0

Decision brief

Ludwig is a powerful low-code framework for Python that facilitates the creation of various machine learning models including LLMs and neural networks with minimal coding.

Good fit when

When you need to fine-tune models like LLAMA2 or Mistral efficiently using low-code methods
For rapid prototyping of custom AI models requiring deep-learning and natural language processing capabilities

Avoid when

If your Python version is below 3.12, as Ludwig requires at least this version
When you prefer to write extensive manual code for model training rather than leverage a low-code solution

Observed Jul 17, 2026 · Source: enrich:decision_facts

ludwig alternatives Trust report

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Maintenance and security

Full trust report

Maintenance: Very active (0d since push); As of 2w
Provenance: Not a fork · Organization account; As of 2w
Security (OSV): No lockfile; As of 1mo

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

Install

pip install ludwig

PyPI

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Evidence and technical details

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

Overview

Ludwig is an advanced low-code framework allowing users to create various types of machine learning models including LLMs and neural networks without extensive manual coding.

Capability facts

CLI: CLI entrypoint
Source: pyproject.toml:[project.scripts] · Aug 4, 2026
Languages: python
Source: github.language+pyproject.toml · Aug 4, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Aug 4, 2026)

Requires Python 3.12+. See [contributing](https://github.com/ludwig-ai/ludwig/blob/main/CONTRIBUTING

Source link

README

Installation

pip install ludwig           # core
pip install ludwig[full]     # all optional dependencies
pip install ludwig[llm]      # LLM fine-tuning only

Requires Python 3.12+. See contributing for a full dependency matrix.

For agents

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

/tools/ludwig-ai-ludwig.md GET /api/graphcanon/tools/ludwig-ai-ludwig GET /api/graphcanon/graph?tool=ludwig-ai-ludwig