10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 651 ms

1. 1bert-multilingual-passage-reranking-msmarcoverified and signedpassport

   modelrecord6,630 downloads/month

   • text-classification

     Task: text-classification

2. 2msmarco-MiniLM-L6-en-de-v1verified and signedpassport

   modelrecord10,469 downloads/month

   • text-ranking

     Task: text-ranking

3. 3msmarco-distilbert-multilingual-en-de-v2-tmp-lng-alignedverified and signedpassport

   modelrecord2,811 downloads/month

   • sentence-similarity

     Task: sentence-similarity

4. 4contriever-msmarcoverified and signedpassport

   modelrecord16,175 downloads/month

   • feature-extraction

     Task: feature-extraction

5. 5bert-base-multilingual-casedverified and signedpassport

   modelrecord1,568,999 downloads/month

   • fill-mask

     Task: fill-mask

6. 6llmlingua-2-bert-base-multilingual-cased-meetingbankverified and signedpassport

   modelrecord582,820 downloads/month

   • token-classification

     Task: token-classification

7. 7mT5_multilingual_XLSumverified and signedpassport

   modelrecord7,162 downloads/month

   • summarization

     Task: summarization

8. 8Laya Multilingualverified and signedpassport

   MCP serverrecord

   • laya_multilingual_demo__do_mod

   • laya_multilingual_demo__do_guard

9. 9Ettin Reranker 68Mverified and signedpassport

   MCP serverrecord

   • ettin_reranker_68m_v1_rerank

     Rerank candidate passages by relevance to a query. Returns: A ranking table (rank, relevance score, passage) sorted by score descending,, plus a performance summary (inference latency and pairs-per-second throughput).