zeroentropy
/

zerank-1-small

sentence-transformers

Model card Files Files and versions

advaith5 commited on Jul 9

Commit

1972d8f

·

verified ·

1 Parent(s): 94cf687

Update README.md

Files changed (1) hide show

README.md +2 -2

README.md CHANGED Viewed

@@ -12,12 +12,12 @@ tags:
 - stem
 - medical
 ---
-# zerank-1: ZeroEntropy Inc.'s SoTA reranker
 <!-- Provide a quick summary of what the model is/does. -->
-This model is the smaller version of [zeroentropy/zerank-1](https://huggingface.co/zeroentropy/zerank-1). This model is over 2x smaller, but maintains nearly the same standard of performance, continuing to outperform other popular rerankers.
 It is an open-weights reranker model meant to be integrated into RAG applications to rerank results from preliminary search methods such as embeddings, BM25, and hybrid search.

 - stem
 - medical
 ---
+# zerank-1-small: Smaller, faster version of zerank-1
 <!-- Provide a quick summary of what the model is/does. -->
+This model is the smaller version of [zeroentropy/zerank-1](https://huggingface.co/zeroentropy/zerank-1). Though the model is over 2x smaller, it maintains nearly the same standard of performance, continuing to outperform other popular rerankers.
 It is an open-weights reranker model meant to be integrated into RAG applications to rerank results from preliminary search methods such as embeddings, BM25, and hybrid search.