knowledgator/gliclass-large-v1.0-init-cpu repository overview

⁠⭐GLiClass Generalist and Lightweight Model for Sequence Classification

This is an efficient zero-shot classifier inspired by GLiNER work. It demonstrates the same performance as a cross-encoder while being more compute-efficient because classification is done at a single forward path.

It can be used for topic classification, sentiment analysis and as a reranker in RAG pipelines.es.

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⁠How to use

1. Pull the image:

   docker pull knowledgator/gliclass-large-v1.0-init-cpu
   

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2. Run the container:

   docker run -v /path/to/folder_with_data:/app/data knowledgator/gliclass-large-v1.0-init-cpu /app/your_data.json
   

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