Welcome to GliClass SandBox!

GLiClass: Generalist and Lightweight Model for Sequence Classification:

1. Zero-Shot text classification
2. Topic Classification
3. Sentiment Analysis
4. Reranker in RAG pipelines

What is GliClass?

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.

Remember, information extraction is not just about data; it's about insights. Let's uncover those insights together!💫