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--- |
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base_model: google/gemma-2-9b-it |
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library_name: transformers |
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license: gemma |
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pipeline_tag: text-generation |
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tags: |
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- conversational |
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- llama-cpp |
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- matrixportal |
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extra_gated_heading: Access Gemma on Hugging Face |
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extra_gated_prompt: To access Gemma on Hugging Face, you’re required to review and |
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agree to Google’s usage license. To do this, please ensure you’re logged in to Hugging |
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Face and click below. Requests are processed immediately. |
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extra_gated_button_content: Acknowledge license |
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--- |
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# matrixportal/gemma-2-9b-it-GGUF |
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This model was converted to GGUF format from [`google/gemma-2-9b-it`](https://huggingface.co/google/gemma-2-9b-it) using llama.cpp via the ggml.ai's [all-gguf-same-where](https://huggingface.co/spaces/matrixportal/all-gguf-same-where) space. |
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Refer to the [original model card](https://huggingface.co/google/gemma-2-9b-it) for more details on the model. |
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You can access the list of available quantized model files and download links [here](#%F0%9F%93%A6-full-quantization-options). |
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## ✅ Quantized Models Download List |
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### 🔍 Recommended Quantizations |
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- **✨ General CPU Use:** [`Q4_K_M`](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q4_k_m.gguf) (Best balance of speed/quality) |
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- **📱 ARM Devices:** [`Q4_0`](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q4_0.gguf) (Optimized for ARM CPUs) |
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- **🏆 Maximum Quality:** [`Q8_0`](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q8_0.gguf) (Near-original quality) |
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### 📦 Full Quantization Options |
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| 🚀 Download | 🔢 Type | 📝 Notes | |
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|:---------|:-----|:------| |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q2_k.gguf) |  | Basic quantization | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q3_k_s.gguf) |  | Small size | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q3_k_m.gguf) |  | Balanced quality | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q3_k_l.gguf) |  | Better quality | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q4_0.gguf) |  | Fast on ARM | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q4_k_s.gguf) |  | Fast, recommended | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q4_k_m.gguf) |  ⭐ | Best balance | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q5_0.gguf) |  | Good quality | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q5_k_s.gguf) |  | Balanced | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q5_k_m.gguf) |  | High quality | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q6_k.gguf) |  🏆 | Very good quality | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-q8_0.gguf) |  ⚡ | Fast, best quality | |
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| [Download](https://huggingface.co/matrixportal/gemma-2-9b-it-GGUF/resolve/main/gemma-2-9b-it-f16.gguf) |  | Maximum accuracy | |
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💡 **Tip:** Use `F16` for maximum precision when quality is critical |
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--- |
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# 🚀 Tools for Running GGUF Quantized LLMs Locally |
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## 🖥️ Desktop Applications |
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| Application | Description | Download Link | |
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|-----------------|----------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------| |
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| **Llama.cpp** | A fast and efficient inference engine for GGUF models. | [GitHub Repository](https://github.com/ggml-org/llama.cpp) | |
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| **Ollama** | A streamlined solution for running LLMs locally. | [Website](https://ollama.com/) | |
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| **AnythingLLM** | An AI-powered knowledge management tool. | [GitHub Repository](https://github.com/Mintplex-Labs/anything-llm) | |
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| **Open WebUI** | A user-friendly web interface for running local LLMs. | [GitHub Repository](https://github.com/open-webui/open-webui) | |
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| **GPT4All** | A user-friendly desktop application supporting various LLMs, compatible with GGUF models. | [GitHub Repository](https://github.com/nomic-ai/gpt4all) | |
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| **LM Studio** | A desktop application designed to run and manage local LLMs, supporting GGUF format. | [Website](https://lmstudio.ai/) | |
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| **GPT4All Chat**| A chat application compatible with GGUF models for local, offline interactions. | [GitHub Repository](https://github.com/nomic-ai/gpt4all) | |
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## 📱 Mobile Applications |
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| Application | Description | Download Link | |
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|-------------------|----------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------| |
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| **ChatterUI** | A simple and lightweight LLM app for mobile devices. | [GitHub Repository](https://github.com/Vali-98/ChatterUI) | |
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| **Maid** | Mobile Artificial Intelligence Distribution for running AI models on mobile devices. | [GitHub Repository](https://github.com/Mobile-Artificial-Intelligence/maid) | |
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| **PocketPal AI** | A mobile AI assistant powered by local models. | [GitHub Repository](https://github.com/a-ghorbani/pocketpal-ai) | |
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| **Layla** | A flexible platform for running various AI models on mobile devices. | [Website](https://www.layla-network.ai/) | |
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## 🎨 Image Generation Applications |
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| Application | Description | Download Link | |
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|-------------------------------------|----------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------| |
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| **Stable Diffusion** | An open-source AI model for generating images from text. | [GitHub Repository](https://github.com/CompVis/stable-diffusion) | |
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| **Stable Diffusion WebUI** | A web application providing access to Stable Diffusion models via a browser interface. | [GitHub Repository](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | |
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| **Local Dream** | Android Stable Diffusion with Snapdragon NPU acceleration. Also supports CPU inference. | [GitHub Repository](https://github.com/xororz/local-dream) | |
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| **Stable-Diffusion-Android (SDAI)** | An open-source AI art application for Android devices, enabling digital art creation. | [GitHub Repository](https://github.com/ShiftHackZ/Stable-Diffusion-Android) | |
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