10 actions in 10 pieces of software · ranked by words, meaning and measured trust · 573 ms

1. 1japanese-reranker-small-v2verified and signedpassport

   modelrecord21,505 downloads/month

   • text-ranking

     Task: text-ranking

2. 2bge-reranker-v2-m3verified and signedpassport

   modelrecord15,510,094 downloads/month

   • text-classification

     Task: text-classification

3. 3yxzwayne/bge-reranker-v2-m3verified and signedpassport

   modelrecord

   • yxzwayne/bge-reranker-v2-m3

     Newest balance-striking reranker model from BAAI. Outputs rank scores for query-doc pairs. FP16 inference enabled.

4. 4bge-reranker-v2.5-gemma2-lightweight-gptqverified and signedpassport

   modelrecord181,464 downloads/month

   • text-generation

     Task: text-generation

5. 5sesamo-srl/bge-reranker-v2-m3verified and signedpassport

   modelrecord

   • sesamo-srl/bge-reranker-v2-m3

     Newest reranker model from BAAI (https://huggingface.co/BAAI/bge-reranker-v2-m3). FP16 inference enabled. Normalize param available

6. 6deberta-v2-tiny-japaneseverified and signedpassport

   modelrecord13,077 downloads/month

   • fill-mask

     Task: fill-mask

7. 7GLuCoSE-base-ja-v2verified and signedpassport

   modelrecord6,737 downloads/month

   • sentence-similarity

     Task: sentence-similarity

8. 8sentence-bert-base-ja-mean-tokens-v2verified and signedpassport

   modelrecord79,447 downloads/month

   • feature-extraction

     Task: feature-extraction

9. 9BGE Reranker v2 M3demo or tutorialno passport yet

   MCP serverrecord

   • bge_reranker_v2_m3_rerank_api

     Rerank candidate passages for a query with BAAI/bge-reranker-v2-m3.

10. 10aurora-aifound in code, not yet checkedno passport yet

    MCP serverhimuraxp/aurora-ai

    • create_rerank

      Create a rerank using Cohere v2