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gemma-2-9b-it-GGUF

Text Generation
Transformers
GGUF
conversational
llama-cpp
matrixportal
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metadata
base_model: google/gemma-2-9b-it
library_name: transformers
license: gemma
pipeline_tag: text-generation
tags:
  - conversational
  - llama-cpp
  - matrixportal
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matrixportal/gemma-2-9b-it-GGUF

This model was converted to GGUF format from google/gemma-2-9b-it using llama.cpp via the ggml.ai's all-gguf-same-where space. Refer to the original model card for more details on the model.

You can access the list of available quantized model files and download links here.

✅ Quantized Models Download List

🔍 Recommended Quantizations

  • ✨ General CPU Use: Q4_K_M (Best balance of speed/quality)
  • 📱 ARM Devices: Q4_0 (Optimized for ARM CPUs)
  • 🏆 Maximum Quality: Q8_0 (Near-original quality)

📦 Full Quantization Options

🚀 Download 🔢 Type 📝 Notes
Download Q2_K Basic quantization
Download Q3_K_S Small size
Download Q3_K_M Balanced quality
Download Q3_K_L Better quality
Download Q4_0 Fast on ARM
Download Q4_K_S Fast, recommended
Download Q4_K_M ⭐ Best balance
Download Q5_0 Good quality
Download Q5_K_S Balanced
Download Q5_K_M High quality
Download Q6_K 🏆 Very good quality
Download Q8_0 ⚡ Fast, best quality
Download F16 Maximum accuracy

💡 Tip: Use F16 for maximum precision when quality is critical

🚀 Tools for Running GGUF Quantized LLMs Locally

🖥️ Desktop Applications

Application Description Download Link
Llama.cpp A fast and efficient inference engine for GGUF models. GitHub Repository
Ollama A streamlined solution for running LLMs locally. Website
AnythingLLM An AI-powered knowledge management tool. GitHub Repository
Open WebUI A user-friendly web interface for running local LLMs. GitHub Repository
GPT4All A user-friendly desktop application supporting various LLMs, compatible with GGUF models. GitHub Repository
LM Studio A desktop application designed to run and manage local LLMs, supporting GGUF format. Website
GPT4All Chat A chat application compatible with GGUF models for local, offline interactions. GitHub Repository

📱 Mobile Applications

Application Description Download Link
ChatterUI A simple and lightweight LLM app for mobile devices. GitHub Repository
Maid Mobile Artificial Intelligence Distribution for running AI models on mobile devices. GitHub Repository
PocketPal AI A mobile AI assistant powered by local models. GitHub Repository
Layla A flexible platform for running various AI models on mobile devices. Website

🎨 Image Generation Applications

Application Description Download Link
Stable Diffusion An open-source AI model for generating images from text. GitHub Repository
Stable Diffusion WebUI A web application providing access to Stable Diffusion models via a browser interface. GitHub Repository
Local Dream Android Stable Diffusion with Snapdragon NPU acceleration. Also supports CPU inference. GitHub Repository
Stable-Diffusion-Android (SDAI) An open-source AI art application for Android devices, enabling digital art creation. GitHub Repository