Llama-3.2-1B-Instruct-GGUF Open Source Model - The Preferred Choice for Wide Support and High-Performance Applications

Llama 3.2 1B Instruct GGUF

Developed by MaziyarPanahi

The GGUF format version of Llama-3.2-1B-Instruct, providing broader support and better performance.

Large Language Model #Lightweight instruction model #Multi-platform compatibility #Localized deployment

Downloads 190.76k

Release Time : 9/25/2024

Model Overview

This is a GGUF format conversion version based on the meta-llama/Llama-3.2-1B-Instruct model, optimized for the llama.cpp ecosystem and supporting multiple clients and libraries.

Model Features

GGUF format support

Adopt the latest GGUF format, replacing the no longer supported GGML format, to provide better compatibility and performance.

Extensive client support

Support multiple clients and libraries, including llama.cpp, LM Studio, text-generation-webui, etc.

GPU acceleration

Multiple clients supporting this format provide GPU acceleration functionality to improve inference speed.

Model Capabilities

Text generation

Instruction following

Dialogue interaction

Use Cases

Chat applications

Local chatbot

Run a chatbot application on a local device

Provide a privacy-protected dialogue experience

Content generation

Creative writing assistance

Assist users in creative writing and content generation

Improve writing efficiency and quality

🚀 MaziyarPanahi/Llama-3.2-1B-Instruct-GGUF

This repository contains GGUF format model files for meta-llama/Llama-3.2-1B-Instruct, facilitating text generation tasks.

🚀 Quick Start

This model is in the GGUF format, which is widely supported by multiple clients and libraries. You can start using it by integrating it with the supported tools listed below.

✨ Features

Quantized Versions: Available in 2-bit, 3-bit, 4-bit, 5-bit, 6-bit, and 8-bit quantized formats.
GGUF Format: Based on the new GGUF format introduced by the llama.cpp team, which has replaced the deprecated GGML format.

📚 Documentation

Model Information

Property	Details
Model Name	Llama-3.2-1B-Instruct-GGUF
Base Model	meta-llama/Llama-3.2-1B-Instruct
Model Creator	meta-llama
Quantized By	MaziyarPanahi
Pipeline Tag	text-generation

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.

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