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outlines

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Builder

dottxt-ai

dottxt-ai

dottxt-ai • individual

Stars

14,528

Using upstream star count

Forks

779

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Mar 17, 2023

Project creation date

README Summary

<img src="./docs/assets/images/logo-light-mode.svg#gh-light-mode-only" alt="Outlines Logo" width=300></img> <img src="./docs/assets/images/logo-dark-mode.svg#gh-dark-mode-only" alt="Outlines Logo" width=300></img>

Community Evaluation

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AI Dev Skills

Unmapped

Constrained Text GenerationFinite State Machine DesignGrammar-based Text ProcessingJSON Schema ValidationLanguage Model Inference OptimizationLanguage Model Output ControlRegular Expression ParsingSchema-based Generation

Tags

Constrained Text GenerationFinite State Machine DesignGrammar-based Text ProcessingJSON Schema ValidationLanguage Model Inference OptimizationLanguage Model Output ControlRegular Expression ParsingSchema-based GenerationC++Data ScienceFinTechForkedGoogle AIHuggingFaceLarge Language Modelsllama.cppLLM ServingOllamaOpenAIOpen SourcePandasPhiPydanticPythonResearch / PapersRoadmapStructured OutputTool UseTransformersTutorialvLLMWeb3

Taxonomy

AI Trends

Structured GenerationControlled Language Model OutputsReliable AI SystemsProduction-Ready AI

category

Foundation ModelsAI AgentsInference & ServingDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: FinTechData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premise

Industries

Developer ToolsData ProcessingAPI DevelopmentEnterprise Software

Modalities

TextCode

Skill Areas

Constrained Text GenerationLanguage Model Output ControlSchema-based GenerationRegular Expression ParsingGrammar-based Text ProcessingJSON Schema ValidationFinite State Machine DesignLanguage Model Inference Optimization

tag

C++Data ScienceFinTechForkedGoogle AIHuggingFaceLLM ServingLarge Language ModelsOllamaOpen SourceOpenAIPandasPhiPydanticPythonResearch / PapersRoadmapStructured OutputTool UseTransformersTutorialWeb3llama.cppvLLM

Use Cases

Structured Data Extraction from TextAPI Response GenerationConfiguration File GenerationForm Data ValidationCode Generation with Specific SyntaxJSON API Response Formatting

Recent Activity

Updated 4 months ago

7 Days

0

30 Days

0

90 Days

0

fix(llamacpp): correct EOS attention mask and vocab truncation bugs

g97iulio1609 • Mar 9, 2026

9c545c3

fix(llamacpp): guard against n < 0 error returns from llama_token_to_piece

Giulio Leone • Mar 9, 2026

f4224c6

Simplify redundant assertion in test_negative_n_skips_invalid_token

Giulio Leone • Mar 9, 2026

429bd95

Quality

production
Quality
high
Maturity
production

Categories

Inference & ServingPrimaryDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: FinTechData Science & AnalyticsFoundation ModelsFinance & LegalSearch & KnowledgeOther AI / MLAI Agents

PM Skills

Cost & EfficiencyData & EvaluationDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Mar 17, 2023
Forked
Mar 13, 2026
Your last push
4 months ago
Upstream last push
2 months ago
Tracked since
Mar 9, 2026

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