The IBM Granite 1B and 3B models are the first mixture of experts (MoE) Granite models from IBM designed for low latency usage.
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Granite mixture of experts models
The IBM Granite 1B and 3B models are the first mixture of experts (MoE) Granite models from IBM designed for low latency usage.
The models are trained on over 10 trillion tokens of data, the Granite MoE models are ideal for deployment in on-device applications or situations requiring instantaneous inference.
Parameter Sizes
1B:
ollama run granite3-moe:1b
3B:
ollama run granite3-moe:3b
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
- Function-calling
- Multilingual dialog use cases
Granite dense models
The Granite dense models are available in 2B and 8B parameter sizes designed to support tool-based use cases and for retrieval augmented generation (RAG), streamlining code generation, translation and bug fixing.
Learn more
- Developers: IBM Research
- GitHub Repository: ibm-granite/granite-3.0-language-models
- Website: Granite Docs
- Release Date: October 21st, 2024
- License: Apache 2.0.