Gemma 3 27B - GGUF Open-Source Text Generation Model, Freely Empowering Diverse Text Creation Tasks

Gemma 3 27b It GGUF

Developed by MaziyarPanahi

GGUF quantized version of the Gemma 3 27B instruction-tuned model, suitable for text generation tasks.

Downloads 475.91k

Release Time : 3/12/2025

Model Overview

This model is the GGUF quantized version of Google's Gemma 3 27B instruction-tuned model, primarily designed for text generation tasks.

GGUF Format Support

Uses the GGUF format, replacing the no longer supported GGML format, compatible with various clients and libraries.

Multi-bit Quantization

Offers quantization options from 2-bit to 8-bit, catering to different hardware requirements.

Broad Compatibility

Supports various clients and libraries such as llama.cpp, LM Studio, text-generation-webui, etc.

Text Generation

Instruction Following

Text Generation

Content Creation

Generate articles, stories, poems, and other creative content.

Dialogue Systems

Used to build chatbots or virtual assistants.

This repository contains GGUF format model files for google/gemma-3-27b-it, enabling text generation tasks.

This section will guide you to quickly understand the project and its basic information.

Property	Details
Base Model	google/gemma-3-27b-it
Inference	false
Model Creator	google
Model Name	gemma-3-27b-it-GGUF
Pipeline Tag	text-generation
Quantized By	MaziyarPanahi
Tags	quantized, 2-bit, 3-bit, 4-bit, 5-bit, 6-bit, 8-bit, GGUF, text-generation

GGUF is a new format introduced by the llama.cpp team on August 21st 2023. It is a replacement for GGML, which is no longer supported by llama.cpp.

Here is an incomplete list of clients and libraries that are known to support GGUF:

llama.cpp. The source project for GGUF. Offers a CLI and a server option.
llama-cpp-python, a Python library with GPU accel, LangChain support, and OpenAI-compatible API server.
LM Studio, an easy-to-use and powerful local GUI for Windows and macOS (Silicon), with GPU acceleration. Linux available, in beta as of 27/11/2023.
text-generation-webui, the most widely used web UI, with many features and powerful extensions. Supports GPU acceleration.
KoboldCpp, a fully featured web UI, with GPU accel across all platforms and GPU architectures. Especially good for story telling.
GPT4All, a free and open source local running GUI, supporting Windows, Linux and macOS with full GPU accel.
LoLLMS Web UI, a great web UI with many interesting and unique features, including a full model library for easy model selection.
Faraday.dev, an attractive and easy to use character-based chat GUI for Windows and macOS (both Silicon and Intel), with GPU acceleration.
candle, a Rust ML framework with a focus on performance, including GPU support, and ease of use.
ctransformers, a Python library with GPU accel, LangChain support, and OpenAI-compatible AI server. Note, as of time of writing (November 27th 2023), ctransformers has not been updated in a long time and does not support many recent models.

No license information is provided in the original README.

🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.

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