Ollama 提供一个可以在本地运行 LLM 的免费工具

📄 中文摘要

Ollama 允许用户在个人计算机上免费、离线地运行 Llama 3、Mistral、Gemma 等大型语言模型,无需 API 密钥。用户只需通过简单的命令行输入即可安装和运行这些模型,支持 NVIDIA、AMD 和 Apple Silicon 的 GPU 加速。Ollama 还提供与 OpenAI 兼容的 API,用户可以轻松将现有代码中的 OpenAI 替换为 Ollama。此外,用户可以导入自定义模型,创建 Modelfiles,并同时运行多个模型,极大地提升了本地 AI 开发的灵活性和便利性。

📄 English Summary

Ollama Has a Free Tool That Runs LLMs Locally on Your Laptop

Ollama allows users to run large language models (LLMs) like Llama 3, Mistral, and Gemma locally on their machines for free and offline, without the need for API keys. Installation and execution are simplified with a single command line input. The tool supports GPU acceleration for NVIDIA, AMD, and Apple Silicon devices. Additionally, Ollama offers an OpenAI-compatible API, enabling users to easily swap OpenAI with Ollama in their existing code. Users can also import custom models, create Modelfiles, and run multiple models simultaneously, significantly enhancing the flexibility and convenience of local AI development.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等