皮皮鲁

皮皮鲁

采用区块链技术建立的个人博客

【Ollama】Ultimate Guide to AI Large Model Local Deployment

Explore the New Era of AI

AI technology is progressing at an astonishing pace, and Large Language Models (LLMs) are showing tremendous potential in fields such as natural language processing and content creation. Ollama, as an innovator in local AI model deployment, provides unprecedented privacy protection and convenience for developers and users.

Protecting Privacy, Convenient Operations

Ollama allows users to run AI models directly on local machines, without worrying about data privacy leaks, making it especially suitable for users with high data security requirements.

Cutting-Edge Technology Within Reach

Ollama represents cutting-edge technology, its ease of use and openness democratize AI technology, enabling everyone to easily utilize AI to solve real-world problems.

Framework Positioning

Ollama is a lightweight, highly scalable framework designed for running large language models locally.

Core Features

Model Execution: Run various large language models locally.
Model Management: Download, update, delete models.
Custom Models: Adjust model parameters through Modelfile.
API Support: Provide REST API and programming language libraries.
Multimodal Capabilities: Handle multimodal data such as images.
Security: Focus on data encryption and security.

Technical Advantages

Localized Deployment: Enhance data processing privacy.
Ease of Use: Simplify model deployment processes.
Flexibility: High customization and integration.
Community Support: Active community and rich documentation.

Use Cases

Natural language processing, code generation, educational research, enterprise solutions, etc.

System Requirements

Compatible with macOS, Windows, Linux. At least 4GB RAM, recommended 8GB. At least 100GB of hard disk space.

Installation Method

curl -fsSL https://ollama.com/install.sh | sh

In addition to this method, Ollama also provides various installation methods such as package managers, Docker, source code compilation, etc.

Verify Installation

ollama --version

Start Service

ollama serve

Getting Started

Ollama provides a rich library of pre-built models, allowing you to choose the appropriate model for deployment based on your needs.

View Model List

ollama list

Run Model:

ollama run llama3

The execution effect is as follows:

ollama run llama3 "Who are you?"

The execution effect is as follows:

Ollama, as a local AI model running platform, demonstrates powerful capabilities and profound impact. May it become a valuable assistant in your AI journey, helping you navigate the waves in the era of intelligence. Thank you for reading, and we wish you a pleasant experience!

Learn more: https://github.com/ollama/ollama

Loading...
Ownership of this post data is guaranteed by blockchain and smart contracts to the creator alone.