# Quantization-Aware Training

Gemma 3 is Google's lightweight open model series based on Gemini technology. The 12B version employs Quantization-Aware Training (QAT) technology, supports multimodal input, and features a 128K context window.

Gemma 3 is a lightweight open model series from Google, built on the research and technology used to create Gemini models. The 12B version is an instruction-tuned multimodal model supporting text and image inputs to generate text outputs.

A quantized version of Google's Gemma 3B model based on QAT weights, supporting multiple quantization levels for efficient inference in resource-constrained environments.

Gemma-3-12b model based on Google QAT (Quantization-Aware Training) weight quantization, offering multiple quantized versions to accommodate different hardware requirements.

Gemma 3 is a lightweight open-source multimodal model series developed by Google, built on Gemini technology, supporting text and image inputs with text outputs. The 1B version has undergone instruction tuning and quantization-aware training (QAT), making it suitable for deployment in resource-constrained environments.

Gemma 3 is Google's lightweight open-source multimodal model series based on Gemini technology, supporting text and image inputs with text outputs. The 12B version undergoes instruction tuning and quantization-aware training (QAT), making it suitable for deployment in resource-limited environments.

Gemma is a family of lightweight, cutting-edge open models introduced by Google, built on the same research and technology as the Gemini models. Supports text and image inputs and generates text outputs.

Gemma 3 is a lightweight open-source multimodal model from Google, supporting text and image input with text output, featuring a 128K ultra-long context window and support for 140+ languages.

Gemma is a family of lightweight, cutting-edge open models from Google, built on the same research and technology as the Gemini models. The 1B version is a pretrained base model in GGUF format with Quantization-Aware Training (QAT).