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ludwig-ai/ludwig

ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

View on GitHub↗Upstream ludwig-ai/ludwig↗

Builder

ludwig-ai

ludwig-ai

ludwig-ai • individual

Stars

11,708

Using upstream star count

Forks

1,220

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Dec 27, 2018

Project creation date

README Summary

<p align="center"> <a href="https://ludwig.ai"> <img src="https://github.com/ludwig-ai/ludwig-docs/raw/main/docs/images/ludwig_hero_smaller.jpg" height="150"> </a> </p>

Community Evaluation

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AI Dev Skills

Unmapped

AutoML Pipeline DesignDeclarative Model ConfigurationFeature Engineering AutomationLarge Language Model Fine-tuningLow-code Machine LearningModel Evaluation and ValidationModel Hyperparameter OptimizationMulti-modal Model TrainingNeural Network Architecture DesignTransfer Learning

Tags

AutoML Pipeline DesignDeclarative Model ConfigurationFeature Engineering AutomationLarge Language Model Fine-tuningLow-code Machine LearningModel Evaluation and ValidationModel Hyperparameter OptimizationMulti-modal Model TrainingNeural Network Architecture DesignTransfer LearningAPIBenchmarkingCurated ListDeep LearningDeepSpeedDockerFine-TuningForkedHuggingFaceKubernetesLarge Language ModelsLoRA / PEFTMLflowMachine LearningMistralMultimodal AIPyTorchPydanticPythonQuantizationResearch / PapersSecuritySpeech to TextStructured OutputTransformersTutorialWeights & Biases

Taxonomy

AI Trends

Low-code/No-code AIDemocratization of AICustom LLM DevelopmentAutoMLMultimodal AI

category

Foundation ModelsAI AgentsModel TrainingEvals & BenchmarkingObservability & MonitoringGenerative MediaMLOps & InfrastructureDev Tools & AutomationLearning ResourcesSecurity & Safety

Deployment Context

Cloud APISelf-hostedOn-premise

Industries

Developer ToolsEducationEnterprise AI

Modalities

TextImageAudioTabularMultimodal

Skill Areas

Low-code Machine LearningDeclarative Model ConfigurationMulti-modal Model TrainingNeural Network Architecture DesignLarge Language Model Fine-tuningAutoML Pipeline DesignTransfer LearningModel Hyperparameter OptimizationFeature Engineering AutomationModel Evaluation and Validation

tag

APIBenchmarkingCurated ListDeep LearningDeepSpeedDockerFine-TuningForkedHuggingFaceKubernetesLarge Language ModelsLoRA / PEFTMLflowMachine LearningMistralMultimodal AIPyTorchPydanticPythonQuantizationResearch / PapersSecuritySpeech to TextStructured OutputTransformersTutorialWeights & Biases

Use Cases

Rapid Prototyping of ML ModelsCustom LLM DevelopmentMulti-modal AI ApplicationsAutomated Feature EngineeringModel Performance BenchmarkingNo-code AI Model Deployment

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

0

fix: reduce test_tune_batch_size_lr_cpu data to 50 samples to prevent OOM

w4nderlust • Feb 28, 2026

e083d20

fix: increase test_ray_distributed_predict to 50 examples

w4nderlust • Feb 28, 2026

0d4e5a9

fix: increase test data sizes where splits require minimum samples

w4nderlust • Feb 28, 2026

3c93fcc

Quality

production
Quality
high
Maturity
production

Categories

Evals & BenchmarkingPrimaryObservability & MonitoringMLOps & InfrastructureDev Tools & AutomationLearning ResourcesSecurity & SafetyFoundation ModelsAI AgentsModel TrainingGenerative MediaSafety & AlignmentMultimodal AISearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencyUser ExperienceScale & ReliabilityData & EvaluationDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Dec 27, 2018
Forked
Mar 22, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 16, 2026

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