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flairNLP/flair

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

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Builder

flairNLP

flairNLP

flairNLP • individual

Stars

14,379

Using upstream star count

Forks

2,116

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jun 11, 2018

Project creation date

README Summary

[![PyPI version](https://badge.fury.io/py/flair.svg)](https://badge.fury.io/py/flair) [![GitHub Issues](https://img.shields.io/github/issues/flairNLP/flair.svg)](https://github.com/flairNLP/flair/issues) [![Contributions welcome](https://img.shields.io/badge/contributions-welcome-brightgreen.svg)](CONTRIBUTING.md) [![License: MIT](https://img.shields.io/badge/License-MIT-brightgreen.svg)](https://opensource.org/licenses/MIT)

Community Evaluation

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AI Dev Skills

Unmapped

BERT IntegrationDocument EmbeddingsFew-shot LearningLanguage Model TrainingMulti-task LearningNamed Entity RecognitionPart-of-Speech TaggingSentiment AnalysisSequence LabelingText ClassificationTransfer LearningTransformer Fine-tuningWord Embeddings

Tags

BERT IntegrationDocument EmbeddingsFew-shot LearningLanguage Model TrainingMulti-task LearningNamed Entity RecognitionPart-of-Speech TaggingSentiment AnalysisSequence LabelingText ClassificationTransfer LearningTransformer Fine-tuningWord EmbeddingsBenchmarkingDockerEmbeddingsEvalsForkedGoogle CloudHealthcare AIHuggingFaceNode.jsPyTorchPythonPython Web FrameworkResearch / PapersTransformersTutorial

Taxonomy

AI Trends

Transfer LearningPre-trained Language ModelsMulti-task LearningFew-shot Learning

category

Foundation ModelsRAG & RetrievalModel TrainingEvals & BenchmarkingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: Healthcare

Deployment Context

Self-hostedCloud APIOn-premiseJupyter Notebooks

Industries

HealthcareLegal TechFinTechMedia & PublishingCustomer ServiceE-commerceEducation

Modalities

Text

Skill Areas

Named Entity RecognitionText ClassificationSentiment AnalysisPart-of-Speech TaggingSequence LabelingDocument EmbeddingsWord EmbeddingsTransfer LearningMulti-task LearningFew-shot LearningTransformer Fine-tuningBERT IntegrationLanguage Model Training

tag

BenchmarkingDockerEmbeddingsEvalsForkedGoogle CloudHealthcare AIHuggingFaceNode.jsPyTorchPythonPython Web FrameworkResearch / PapersTransformersTutorial

Use Cases

Named Entity ExtractionDocument ClassificationSentiment AnalysisInformation ExtractionText PreprocessingLanguage DetectionRelation ExtractionText TaggingCustom NLP Model Training

Recent Activity

Updated 7 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
high
Maturity
production

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: HealthcareFoundation ModelsModel TrainingHealthcare & BiologySearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityData & EvaluationProduct Discovery

Languages

Python100.0%

Timeline

Project created
Jun 11, 2018
Forked
Mar 22, 2026
Your last push
7 months ago
Upstream last push
7 months ago
Tracked since
Oct 27, 2025

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