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HomeLLMsgemma 2 2b it GGUF

gemma 2 2b it GGUF

by MaziyarPanahi

Open source · 88k downloads · 14 likes

1.5
(14 reviews)ChatAPI & Local
About

Gemma 2 2B IT GGUF is a lightweight yet high-performance language model optimized to run locally on standard machines. Designed to understand and generate text fluently, it excels in tasks such as conversation, writing, summarization, and assistance while remaining accessible due to its compact size. Its GGUF format ensures compatibility with a wide range of tools and interfaces, simplifying deployment without relying on cloud resources. The model stands out for delivering a responsive user experience, even on modest hardware, while maintaining response quality comparable to larger models. Ideal for developers, content creators, or enthusiasts seeking to leverage AI autonomously and privately.

Documentation

MaziyarPanahi/gemma-2-2b-it-GGUF

  • Model creator: google
  • Original model: google/gemma-2-2b-it

Description

MaziyarPanahi/gemma-2-2b-it-GGUF contains GGUF format model files for google/gemma-2-2b-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
transformersggufmistralquantized2-bit3-bit4-bit5-bit6-bit8-bit
Links & Resources
Specifications
CategoryChat
AccessAPI & Local
LicenseOpen Source
PricingOpen Source
Parameters2B parameters
Rating
1.5

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