GGUF (GPT-Generated Unified Format) is a successor of GGML (GPT-Generated Model Language), it was released on August 21, 2023; by the way, GPT stands for Generative Pre-trained Transformer.

This package is a simple graphical user interface (GUI) application that uses the ctransformers or llama.cpp to interact with a chat model for generating responses.

Install the connector via pip (once only):

pip install gguf-connector

Update the connector (if previous version installed) by:

pip install gguf-connector --upgrade

With this version, you can interact straight with the GGUF file(s) available in the same directory by a simple command.

Select model(s) with llama.cpp connector:

ggc cpp

Select model(s) with ctransformers:

ggc c

Select model(s) with ctransformers:

ggc g

Select model(s) with llama.cpp connector:

ggc gpp

Select model(s) with metadata reader:

ggc r

Load PDF(s) into a model with ctransformers:

ggc cp

Load PDF(s) into a model with llama.cpp connector:

ggc pp

Prompt WAV(s) into a model with ctransformers:

ggc cs

Prompt WAV(s) into a model with llama.cpp connector:

ggc ps

Prompt WAV(s) into a model with ctransformers:

ggc cg

Prompt WAV(s) into a model with llama.cpp connector:

ggc pg

Launch to page/container:

ggc w

Enter the main menu for selecting a connector or getting pre-trained trial model(s).

ggc m

Include the connector selection menu to your code by:

from gguf_connector import menu

For standalone version please refer to the repository in the reference list (below).

model selector (standalone version: installable package)

cgg (cmd-based tool)

ctransformers llama.cpp

understanding gguf and the gguf-connector

gguf.io (i/o is a mirror of us)

gguf.us