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--- |
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pipeline_tag: text-generation |
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tags: |
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- cortexp.cpp |
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- featured |
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--- |
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## Overview |
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**Google** developed and released the **Gemma 3** series, featuring multiple model sizes with both pre-trained and instruction-tuned variants. These multimodal models handle both text and image inputs while generating text outputs, making them versatile for various applications. Gemma 3 models are built from the same research and technology used to create the Gemini models, offering state-of-the-art capabilities in a lightweight and accessible format. |
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The Gemma 3 models include four different sizes with open weights, providing excellent performance across tasks like question answering, summarization, and reasoning while maintaining efficiency for deployment in resource-constrained environments such as laptops, desktops, or custom cloud infrastructure. |
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## Variants |
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### Gemma 3 |
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| No | Variant | Branch | Cortex CLI command | |
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| -- | ------------------------------------------------------ | ------ | ----------------------------- | |
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| 1 | [Gemma-3-1B](https://huggingface.co/cortexso/gemma3/tree/1b) | 1b | `cortex run gemma3:1b` | |
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| 2 | [Gemma-3-4B](https://huggingface.co/cortexso/gemma3/tree/4b) | 4b | `cortex run gemma3:4b` | |
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| 3 | [Gemma-3-12B](https://huggingface.co/cortexso/gemma3/tree/12b) | 12b | `cortex run gemma3:12b` | |
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| 4 | [Gemma-3-27B](https://huggingface.co/cortexso/gemma3/tree/27b) | 27b | `cortex run gemma3:27b` | |
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Each branch contains a default quantized version. |
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### Key Features |
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- **Multimodal capabilities**: Handles both text and image inputs |
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- **Large context window**: 128K tokens |
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- **Multilingual support**: Over 140 languages |
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- **Available in multiple sizes**: From 1B to 27B parameters |
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- **Open weights**: For both pre-trained and instruction-tuned variants |
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## Use it with Jan (UI) |
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1. Install **Jan** using [Quickstart](https://jan.ai/docs/quickstart) |
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2. Use in Jan model Hub: |
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```bash |
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cortexso/gemma3 |
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``` |
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## Use it with Cortex (CLI) |
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1. Install **Cortex** using [Quickstart](https://cortex.jan.ai/docs/quickstart) |
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2. Run the model with command: |
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```bash |
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cortex run gemma3 |
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``` |
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## Credits |
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- **Author:** Google |
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- **Original License:** [Gemma License](https://ai.google.dev/gemma/terms) |
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- **Papers:** [Gemma 3 Technical Report](https://storage.googleapis.com/deepmind-media/gemma/Gemma3Report.pdf) |
