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HomeLLMsChatgemma 3 27b it GGUF

gemma 3 27b it GGUF

by MaziyarPanahi

Open source · 84k downloads · 8 likes

1.2
(8 reviews)ChatAPI & Local
About

The Gemma 3 27B IT GGUF model is an optimized version of Google’s Gemma 3 27B IT, designed to run locally with high efficiency. It excels in text comprehension and generation, delivering precise and nuanced responses across a wide range of applications, including writing, analysis, and conversation. Thanks to its GGUF format, it is compatible with a broad ecosystem of tools and interfaces, making deployment on personal machines straightforward without relying on the cloud. The model stands out for its ability to operate on diverse hardware configurations, including GPU acceleration, while maintaining strong performance. Perfect for developers, researchers, or users seeking a powerful and flexible local solution, it serves as a robust alternative to proprietary models.

Documentation

MaziyarPanahi/gemma-3-27b-it-GGUF

  • Model creator: google
  • Original model: google/gemma-3-27b-it

Description

MaziyarPanahi/gemma-3-27b-it-GGUF contains GGUF format model files for google/gemma-3-27b-it.

About GGUF

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.

Special thanks

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

Capabilities & Tags
ggufquantized2-bit3-bit4-bit5-bit6-bit8-bitGGUFtext-generation
Links & Resources
Specifications
CategoryChat
AccessAPI & Local
LicenseOpen Source
PricingOpen Source
Parameters27B parameters
Rating
1.2

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