10 actions in 10 pieces of software · ranked by words, meaning and measured trust · 579 ms

1. 1granite-embedding-small-english-r2-ONNXverified and signedpassport

   modelrecord16,092 downloads/month

   • sentence-similarity

     Task: sentence-similarity

2. 2ibm-granite/granite-embedding-small-english-r2verified and signedpassport

   modelrecord

   • ibm-granite/granite-embedding-small-english-r2

     Granite-embedding-small-english-r2 is a 47M parameter dense biencoder embedding model from the Granite Embeddings collection that can be used to generate high quality text embeddings.

3. 3granite-embedding-small-english-r2verified and signedpassport

   modelrecord5,839,803 downloads/month

   • feature-extraction

     Task: feature-extraction

4. 4granite-embedding-reranker-english-r2verified and signedpassport

   modelrecord9,193 downloads/month

   • text-ranking

     Task: text-ranking

5. 5ibm-granite/granite-embedding-278m-multilingualverified and signedpassport

   modelrecord

   • ibm-granite/granite-embedding-278m-multilingual

     Granite-Embedding-278M-Multilingual is a 278M parameter model from the Granite Embeddings suite that can be used to generate high quality text embeddings

6. 6ibm-granite/granite-4.0-h-smallverified and signedpassport

   modelrecord

   • ibm-granite/granite-4.0-h-small

     Granite-4.0-H-Small is a 32B parameter long-context instruct model finetuned from Granite-4.0-H-Small-Base using a combination of open source instruction datasets with permissive license and internally collected synthetic datasets.

7. 7granite-embedding-107m-multilingual-GGUFverified and signedpassport

   modelrecord10,832 downloads/month

   • text-generation

     Task: text-generation

8. 8vishnun-codenlbert-sm-onnxverified and signedpassport

   modelrecord78,549 downloads/month

   • text-classification

     Task: text-classification

9. 9beautyyuyanli/multilingual-e5-smallverified and signedpassport

   modelrecord

   • beautyyuyanli/multilingual-e5-small

     multilingual-e5-small: A multi-language text embedding model

10. 10ibm-granite/granite-speech-4.1-2bverified and signedpassport

    modelrecord

    • ibm-granite/granite-speech-4.1-2b

      Granite Speech 4.1 2B is a compact and efficient speech-language model, specifically designed for multilingual automatic speech recognition (ASR) and bidirectional automatic speech translation (AST) for English, French, German, Spanish, Portuguese and Jap