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HomeLLMsQwen2.5 7B Instruct GGUF

Qwen2.5 7B Instruct GGUF

by MaziyarPanahi

Open source · 88k downloads · 11 likes

1.3
(11 reviews)ChatAPI & Local
About

The Qwen2.5 7B Instruct GGUF model is an optimized version of the Qwen2.5-7B-Instruct model, designed to run locally with high efficiency thanks to the GGUF format. It excels in text comprehension and generation, delivering accurate and contextually relevant responses for a variety of tasks, such as conversational assistance, writing, or data analysis. Its key strengths lie in its ability to run on consumer-grade hardware, even without an internet connection, while leveraging hardware acceleration for enhanced performance. This model stands out for its versatility, accessibility, and ease of integration into local user interfaces, making it an ideal tool for developers, researchers, or users seeking to use AI autonomously.

Documentation

MaziyarPanahi/Qwen2.5-7B-Instruct-GGUF

  • Model creator: Qwen
  • Original model: Qwen/Qwen2.5-7B-Instruct

Description

MaziyarPanahi/Qwen2.5-7B-Instruct-GGUF contains GGUF format model files for Qwen/Qwen2.5-7B-Instruct.

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
ggufmistralquantized2-bit3-bit4-bit5-bit6-bit8-bitGGUF
Links & Resources
Specifications
CategoryChat
AccessAPI & Local
LicenseOpen Source
PricingOpen Source
Parameters7B parameters
Rating
1.3

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