alibaba/EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

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/ 100
Emerging

EasyNLP helps data scientists, machine learning engineers, and researchers working with text and image data build and deploy state-of-the-art NLP and multi-modal models. It takes raw text or image inputs and outputs highly accurate classification, generation, or extraction results. This toolkit is for practitioners who need to fine-tune large models with limited data or create smaller, efficient models for deployment.

2,181 stars. No commits in the last 6 months.

Use this if you need a comprehensive toolkit to develop and apply various NLP tasks, including those involving images, with built-in support for large models, distributed training, few-shot learning, and knowledge distillation.

Not ideal if you are a business user looking for a no-code solution or someone who prefers not to work within a Python development environment.

natural-language-processing machine-learning-engineering text-analysis image-to-text model-deployment
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 21 / 25

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Stars

2,181

Forks

258

Language

Python

License

Apache-2.0

Last pushed

Nov 27, 2024

Commits (30d)

0

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