granite3.1-dense

The IBM Granite **2B** and **8B** models are text-only dense LLMs trained on over 12 trillion tokens of data, demonstrated significant improvements over their predecessors in performance and speed in IBM's initial testing.

**They are designed to support tool-based use cases** and for retrieval augmented generation (RAG), streamlining code generation, translation and bug fixing.

### Parameter Sizes

**2B:**
  
`ollama run granite3.1-dense:2b`

**8B:**

`ollama run granite3.1-dense:8b`

### Supported Languages
English, German, Spanish, French, Japanese, Portuguese, Arabic, Czech, Italian, Korean, Dutch, Chinese (Simplified)

### Capabilities
* Summarization
* Text classification
* Text extraction
* Question-answering
* Retrieval Augmented Generation (RAG)
* Code related tasks
* Function-calling tasks
* Multilingual dialog use cases
* Long-context tasks including long document/meeting summarization, long document QA, etc.

## Granite mixture of experts models

The Granite mixture of experts models are available in **1B and 3B** parameter sizes designed for **low latency usage**.

[See model page](https://ollama.dev.org.tw/library/granite3-moe)

## Learn more

- **Developers:** IBM Research
- **GitHub Repository:** [ibm-granite/granite-language-models](https://github.com/ibm-granite/granite-3.1-language-models)
- **Website**: [Granite Docs](https://www.ibm.com/granite/docs/)
- **Release Date**: December 18th, 2024
- **License:** [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0).

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