Magnum-v4-72b-GGUF Open Source Model - An Excellent Choice for Local AI Chat, Replicating the Prose Quality of Claude 3

Magnum V4 72b GGUF

Developed by backyardai

Magnum V4 72B is a member of the model series built on Qwen, aiming to replicate the prose quality of the Claude 3 series models and suitable for local AI chat applications.

Large Language Model

Transformers

EnglishOpen Source License:Apache-2.0 #Long text generation #Claude3 replication #Local inference optimization

Downloads 159

Release Time : 11/21/2024

Model Overview

This model is a member of the model series built by Anthracite based on Qwen, focusing on improving text generation quality, especially text in prose style. It provides a GGUF format version, suitable for local running.

Model Features

GGUF format support

Supports distributing computing tasks between CPU and GPU, and is compatible with applications based on llama.cpp, such as Backyard AI.

Quantization processing

Processed by quantization to reduce resource usage and suitable for efficient operation on a wider range of hardware.

Long context support

The training context length reaches 32768 tokens, suitable for handling long text generation tasks.

Local running

Supports running on local devices without relying on high - end GPUs and large amounts of video memory.

Model Capabilities

Text generation

Prose style text replication

Long text processing

Use Cases

Text generation

Prose creation

Generate high - quality prose - style text, replicating the prose quality of the Claude 3 series models.

The generated text has high coherence and literary value.

Chat application

Used in local AI chat applications to provide a high - quality conversation experience.

The conversation is smooth and the responses are natural.

🚀 Magnum V4 72B - GGUF

This repository provides the official GGUF format models for the local AI chat app, Backyard AI, enabling efficient use of large - language models on various hardware.

🚀 Quick Start

Download Backyard AI here to get started.
Request additional models at r/LLM_Quants.

✨ Features

Model Information

Property	Details
Base Model	anthracite-org/magnum-v4-72b
Language	en
Library Name	transformers
License	apache - 2.0
Model Name	magnum-v4-72b-GGUF
Pipeline Tag	text-generation
Quantized By	brooketh
Parameter Count	72706203648

Model Background

Creator: anthracite-org
Original: Magnum V4 72B
Date Created: 2024 - 09 - 20
Trained Context: 32768 tokens
Description: Magnum is a series of models from Anthracite based on Qwen, designed to replicate the prose quality of the Claude 3 models, specifically Sonnet and Opus. This is the 72B parameter model.

What is a GGUF?

GGUF is a large language model (LLM) format that can be split between CPU and GPU. GGUFs are compatible with applications based on llama.cpp, such as Backyard AI. Where other model formats require higher end GPUs with ample VRAM, GGUFs can be efficiently run on a wider variety of hardware.

GGUF models are quantized to reduce resource usage, with a tradeoff of reduced coherence at lower quantizations. Quantization reduces the precision of the model weights by changing the number of bits used for each weight.

Backyard AI Features

Free, local AI chat application.
One - click installation on Mac and PC.
Automatically use GPU for maximum speed.
Built - in model manager.
High - quality character hub.
Zero - config desktop - to - mobile tethering.

Backyard AI makes it easy to start chatting with AI using your own characters or one of the many found in the built - in character hub. The model manager helps you find the latest and greatest models without worrying about whether it's the correct format. Backyard AI supports advanced features such as lorebooks, author's note, text formatting, custom context size, sampler settings, grammars, local TTS, cloud inference, and tethering, all implemented in a way that is straightforward and reliable.

💡 Usage Tip

Join us on Discord to get the latest updates and interact with other users.

📄 License

This project is licensed under the [apache - 2.0](apache - 2.0) license.

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