Mistral-Small-24B-Instruct-2501-GGUF Open-Source Model - Free Local Deployment for Text Generation

Mistral Small 24B Instruct 2501 GGUF

Developed by MaziyarPanahi

GGUF quantized version of Mistral-Small-24B-Instruct-2501, suitable for local deployment and text generation tasks.

Large Language Model #Multi-bit Quantization #Instruction Fine-tuning #Local Deployment

Downloads 474.73k

Release Time : 1/30/2025

Model Overview

This model is the GGUF format version of Mistral-Small-24B-Instruct-2501, supporting multiple quantization levels (2-8 bits) and optimized for text generation tasks.

Model Features

Multi-level Quantization Support

Offers multiple quantization levels from 2-bit to 8-bit to accommodate different hardware requirements.

GGUF Format Compatibility

Utilizes the latest GGUF format, compatible with various mainstream inference tools and libraries.

Local Deployment Optimization

Designed specifically for local deployment, supporting GPU acceleration across multiple clients and libraries.

Model Capabilities

Text Generation

Instruction Following

Use Cases

Local AI Applications

Local Chatbot

Chatbot application deployed on personal computers.

Provides a smooth conversational experience

Text Creation Assistance

Used for assisting in writing and content generation.

Helps quickly generate high-quality text

🚀 MaziyarPanahi/Mistral-Small-24B-Instruct-2501-GGUF

This repository contains GGUF format model files for the Mistral-Small-24B-Instruct-2501 model, enabling efficient text generation.

🚀 Quick Start

This section provides an overview of the model and its associated resources.

Model Information

Model creator: mistralai
Original model: mistralai/Mistral-Small-24B-Instruct-2501
Quantized by: MaziyarPanahi

Model Details

Property	Details
Base Model	mistralai/Mistral-Small-24B-Instruct-2501
Inference	false
Model Creator	mistralai
Model Name	Mistral-Small-24B-Instruct-2501-GGUF
Pipeline Tag	text-generation
Quantized By	MaziyarPanahi
Tags	quantized, 2-bit, 3-bit, 4-bit, 5-bit, 6-bit, 8-bit, GGUF, text-generation

📚 Documentation

Description

MaziyarPanahi/Mistral-Small-24B-Instruct-2501-GGUF contains GGUF format model files for mistralai/Mistral-Small-24B-Instruct-2501.

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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