10 actions in 10 pieces of software · ranked by words, meaning and measured trust · 586 ms

1. 1granite-embedding-30m-englishverified and signedpassport

   modelrecord44,979 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. 3ibm-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

4. 4granite-embedding-30m-sparseverified and signedpassport

   modelrecord13,210 downloads/month

   • feature-extraction

     Task: feature-extraction

5. 5granite-embedding-107m-multilingual-GGUFverified and signedpassport

   modelrecord10,832 downloads/month

   • text-generation

     Task: text-generation

6. 6granite-embedding-reranker-english-r2verified and signedpassport

   modelrecord9,193 downloads/month

   • text-ranking

     Task: text-ranking

7. 7zsxkib/embedding-gemma-300mverified and signedpassport

   modelrecord

   • zsxkib/embedding-gemma-300m

     Turn any text into 768-dimensional vectors for search, classification, and AI apps 🧠✨

8. 8ibm-granite/granite-3.3-8b-instructverified and signedpassport

   modelrecord

   • ibm-granite/granite-3.3-8b-instruct

     Granite-3.3-8B-Instruct is a 8-billion parameter 128K context length language model fine-tuned for improved reasoning and instruction-following capabilities.

9. 9ibm-granite/granite-3.2-8b-instructverified and signedpassport

   modelrecord

   • ibm-granite/granite-3.2-8b-instruct

     Granite-3.2-8B-Instruct is a 8-billion parameter 128K context length language model fine-tuned for reasoning and instruction-following capabilities.

10. 10ibm-granite/granite-3.0-8b-instructverified and signedpassport

    modelrecord

    • ibm-granite/granite-3.0-8b-instruct

      Granite-3.0-8B-Instruct is a lightweight and open-source 8B parameter model is designed to excel in instruction following tasks such as summarization, problem-solving, text translation, reasoning, code tasks, function-calling, and more.