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Google Gemma 3 12b It Qat GGUF

Developed by bartowski
Gemma-3-12b model based on Google QAT (Quantization-Aware Training) weight quantization, offering multiple quantized versions to accommodate different hardware requirements.
Downloads 10.78k
Release Time : 4/18/2025

Model Overview

This model is a quantized version of Google Gemma-3-12b, generated using quantization-aware training technology, supporting various quantization formats for different computational resource scenarios.

Model Features

Quantization-Aware Training
Generated using QAT technology, expected to maintain high performance post-quantization.
Multiple Quantization Versions
Offers various quantized versions from Q2 to Q8 to meet different hardware and performance needs.
ARM and AVX Support
Some quantized versions are specifically optimized for ARM and AVX CPU architectures.
imatrix Quantization
Quantization performed using the imatrix option, with datasets sourced from public resources.

Model Capabilities

Text Generation
Dialogue Systems
Instruction Following

Use Cases

Dialogue Systems
Smart Assistant
Build naturally responsive conversational assistants
Response quality varies depending on the quantized version
Content Generation
Creative Writing
Generate creative content like stories and poems
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