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Gemma 3 27b It Qat Q4 0 Gguf

Developed by vinimuchulski
Gemma 3 is a lightweight open-source multimodal model series by Google, supporting text and image inputs with text generation capabilities. This version is a 27B parameter instruction-tuned model using quantization-aware training, offering lower memory requirements while maintaining near-original quality.
Downloads 4,674
Release Time : 4/4/2025

Model Overview

A multimodal model built with the same technology as Gemini, featuring a 128K context window and support for 140+ languages, suitable for QA, summarization, reasoning, and deployable on local devices.

Model Features

Multimodal Processing
Handles both text and image inputs (896x896 resolution), enabling cross-modal understanding and generation.
Quantization-Aware Training
Uses QAT for efficient quantization (Q4_0 level), significantly reducing memory needs while preserving model quality.
Extended Context Support
128K token context window, ideal for long documents and complex tasks.
Multilingual Coverage
Supports over 140 languages with global application potential.

Model Capabilities

Text Generation
Image Content Analysis
Multilingual Processing
Code Understanding & Generation
Mathematical Reasoning
Document Summarization
Visual Question Answering

Use Cases

Content Generation
Creative Writing
Generates creative texts like poems and stories
Example shows a generated poem about the Kraken
Technical Document Summarization
Automatically creates concise summaries of long documents
Visual Understanding
Image Captioning
Generates detailed textual descriptions of images
Example demonstrates describing contents of 'surprise.png'
Document Visual QA
Answers questions based on scanned documents or images
Scores 85.6 on DocVQA benchmark (27B model)
Educational Assistance
Math Problem Solving
Solves mathematical problems and proofs
Scores 82.6 on GSM8K benchmark (27B model)
Programming Tutoring
Explains coding concepts and generates sample code
Scores 48.8 on HumanEval benchmark (27B model)
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