Ollama docker ollama -p 11434:11434 --name ollama ollama/ollama 运行模型. 2 "Summarize this file: $(cat README. Download and list Ollama models, connect with LangChain API, and use CPU or GPU. 04 nvidia-smi 如何確定 Ollama 使用GPU 做運算，回到宿主機執行以下指令 docker exec -it ollama /bin/bash ollama ps image. 3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3. 2: ollama run Nov 22, 2024 · Docker provides a convenient way to containerize applications, making it easier to manage and deploy AI models like Ollama. ollama -p 11434:11434 --name ollama ollama/ollama --gpusのパラメーターを変えることでコンテナに認識させるGPUの数を設定することができます。 The app container serves as a devcontainer, allowing you to boot into it for experimentation. 现在你可以运行一个模型： docker exec -it ollama ollama run llama3. sh file contains code to set up a virtual environment if you prefer not to use Docker for your development environment. 13 该命令将Ollama服务暴露于主机的11434端口。 接下来我们可以尝试进入容器，通过容器内的 ollama 命令运行llama3. ollama -p 11434:11434 --name ollama ollama/ollama Here, the name of the container is “ollama” which is created from the official image “ollama/ollama”. The official Ollama Docker image ollama/ollama is available on Docker Hub. 由于服务器本身有非docker版的ollama，因此先用命令停止。注：如果原服务器已配置低版本的docker版本ollama，请先删除。. ollama-p 11434:11434--name ollama ollama/ollama NOTE 如果你在 NVIDIA JetPack 系统上运行，Ollama 无法自动发现正确的 JetPack 版本。 Feb 24, 2025 · Method 2: Configuring Ollama with Docker Permalink “To streamline deployment, we will set up a docker-compose. if you have vs code and the `Remote Development´ extension simply opening this project from the root will make vscode ask you to reopen in container Get up and running with Llama 3. io/handy-ollama/ - handy-ollama/docs/C2/4. 實測結果 硬體規格: CPU 13900K + Nvidia TUF RTX 3080 + 64 GB + WIN 11 將先前給 Azure Open AI 產生SEO 的 prompt，去餵給Ollama 。 Feb 7, 2025 · Ollama是一款开源工具，它允许用户在本地便捷地运行多种大型开源模型，包括清华大学的ChatGLM、阿里的千问以及Meta的llama等。目前，Ollama兼容macOS、Linux和Windows三大主流操作系统。本文将介绍如何通过Docker安装Ollama，并将其部署以使用本地大模型，同时接入one-api，以便通过API接口轻松调用所需的大 Dec 18, 2024 · 由于服务器在docker pull ollama/ollama时会卡住，首先通过wsl下载并导出ollama的docker镜像包。1. Additionally, the run. md)" Ollama is a lightweight, extensible framework for building and running language models on the local machine. Aug 26, 2024 · docker run --gpus all nvidia/cuda:11. Follow the steps to install Docker, pull Ollama image, run Ollama container, and access Ollama web interface. In this guide, I’ll walk you through how to set up Ollama and run your favorite models using Docker Compose, making deployment and management much simpler. - ollama/Dockerfile at main · ollama/ollama docker run-d--gpus=all-v ollama:/root/. A multi-container Docker application for serving OLLAMA API. md at main · ollama/ollama docker compose build --build-arg OLLAMA_MODEL={Replace with exact model name from Ollama} You need to pull or run a model in order to have access to any models. Oct 5, 2023 · Ollama is an open-source project that lets you interact with large language models without sending private data to third-party services. You can replace `llama2` with any other model available on Ollama's library. - brew install docker docker-machine. Ollama simplifies this with a powerful Jan 6, 2025 · docker run -d -v ollama:/root/. docker exec -it ollama: Executes a command inside the `ollama` container interactively. Install Docker using terminal. Guide for a beginner to install Docker, Ollama and Portainer for MAC. DeepSeek最近非常流行，你想知道如何使用 Ollama 和 Docker 部署 DeepSeek吗？DeepSeek作为开源大型语言模型（LLM）的佼佼者，在高性能推理和微调方面优势显著，为LLaMA、GPT等老牌模型带来不小挑战，深受研究与开发领域的青睐。 Apr 11, 2024 · 本記事を読み進めることで、WSL2とDockerを使ったOllamaのセットアップ方法が理解できるはずです。それでは、早速見ていきましょう。 前提条件. It specifies the base image, dependencies, configuration files, and the command to run your application. . See the commands, steps and tips for accessing Ollama in Docker and using Web UI clients. Contribute to alpine-docker/ollama development by creating an account on GitHub. Once the download is complete, exit out of the container shell by simply typing exit. Minimal CPU-only Ollama Docker Image. Ollama 是一个平台，专注于运行大型语言模型（LLMs）并简化其管理和部署流程。 Sep 28, 2024 · 本文将介绍如何使用 Docker 安装和使用 Ollama 和 Open WebUI，并下载模型进行使用。 没有Docker的话，只需要安装 Python后，用 pip 命令照样可以安装 Open Webui，再下载模型，同样也可以用。 Ollama Docker 安装 docker run-d--gpus=all-v ollama:/root/. Running an LLM model like Llama3 or Deepseek locally can be daunting, often involving intricate setups and configurations. Sources: Dockerfile 117-131. Mar 4, 2025 · Once done copying or creating the docker compose file run docker compose up -d and once deployment completes run docker ps to confirm that your containers are running. For a CPU-only 动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina. Libraries. 2:3b模型。 Aug 18, 2024 · Ollama现在已经支持Docker安装，极大的简化了服务器用户部署难度，这里我们使用docker compose工具来运行Ollama，先新建一个docker-compose. ollama -p 11434:11434 --name ollama ollama/ollama:rocm 本地运行模型. This repository provides a Docker Compose configuration for running two containers: open-webui and ollama. 关键词： Ollama、Docker、大模型. The open-webui container serves a web interface that interacts with the ollama container, which provides an API or service. Learn how to run Ollama, a large-scale language model, using Docker on CPU, NVIDIA GPU or AMD GPU. Ollama 在 Docker The official Ollama Docker image ollama/ollama is available on Docker Hub. docker pull ollama/ollama How to Use Ollama. The following is the updated docker-compose. 想象一下，你有一个随时随地为你服务的智能助手，它能帮你写邮件、写代码、甚至帮你创作小说。这不再是科幻，借助 Ollama，你就可以轻松实现！Ollama 是一款开源的 LLM（大型语言模型），功能强大且易于部署。本文… 在 Docker 容器内运行 Ollama; docker run -d --gpus=all -v ollama:/root/. yaml，内容如下： version: '3' services: ollama: image: ollama/ollama container_name: ollama ports: - "11434:11434" volumes: - . If you’re using WSL2-based Docker Desktop (which most modern setups do), you do not need to manually install the NVIDIA Container Toolkit like on Linux. Apr 17, 2025 · Overview of Docker Support. Jan 22, 2025 · docker部署Ollama 一、拉取 Ollama 镜像. When using Docker Desktop on Windows for self-hosting LLMs, the setup for GPU support depends on your system configuration. Docker Hub Container Image Library | App Containerization Dockerfile: A Dockerfile that contains instructions on how to build a Docker image for your application. Docker Architecture Diagram. This setup is designed to Jan 25, 2024 · 2024-01-25 使用Docker在8GB内存的VPS上部署 Ollama + 小参数LLM 简介. ports: - "127. May 7, 2024 · Run open-source LLM, such as Llama 2, Llama 3 , Mistral & Gemma locally with Ollama. The Docker images are built for both AMD64 and ARM64 architectures. if you have vs code and the `Remote Development´ extension simply opening this project from the root will make vscode ask you to reopen in container Jun 1, 2025 · depends_on: - ollama: This tells Docker Compose that open-webui depends on ollama. We need Docker Compose when running multiple Docker containers simultaneously, and we want these containers to talk to each other to achieve a common application goal. Follow the instructions for installation, configuration and model selection. 方式二：官网推荐直接使用下面的指令拉取下载镜像，本项目只需在CPU上即可运行。 Nov 27, 2024 · はじめに. 0. Aug 21, 2024 · 由于服务器在docker pull ollama/ollama时会卡住，首先通过wsl下载并导出ollama的docker镜像包。1. Apr 27, 2024 · docker run -d --gpus=all -v ollama:/root/. To run and chat with Llama 3. 今回はローカルのパソコンでLLMを運用する方法を解説します。 この記事を見ると、Dockerを使ってOllamaをインストールする方法から、LLMモデルを実際に使うところまでの手順を詳しく知ることができます。 🧠 Welcome to the Ollama Docker Setup with Web-UI! This project simplifies the deployment of Ollama using Docker, making it easy to run Ollama with all its dependencies in a containerized environmen Jul 19, 2024 · Install Ollama by Docker. Why Docker Compose? While you can run Ollama with a single Docker command, Docker […] Jul 1, 2024 · Setting Up an LLM and Serving It Locally Using Ollama Step 1: Download the Official Docker Image of Ollama To get started, you need to download the official Docker image of Ollama. 现在大模型非常火爆，但是大模型很贵，特别是接口调用，所以对我们这些简单使用的人，可以本地部署使用，步骤如下： 一、Docker安装Ollama 1. 1 and other large language models. - ollama/docs/docker. Docker Compose will ensure that the ollama container is started before the open-webui container. 摘要： Docker 安装 Ollama 及使用Ollama部署大模型. The setup includes running the Ollama language model server and its corresponding web interface, Open-WebUI, both containerized for ease of use. Access Open WebUI And Down Deepseek V1 Model docker exec -it ollama-docker ollama run deepseek-r1:8b Thanks This repo was based on the ollama and open-webui (even copy and paste some parts >_> ) repositories and documentation, take a look to their fantastic job if you want to learn more. 5. 由于服务器本身有非docker版的ollama，因此先用命令停止。注：如果原服务器已配置低版本的docker版本ollama，请先删除。 Ollama 安装 Ollama 支持多种操作系统，包括 macOS、Windows、Linux 以及通过 Docker 容器运行。 Ollama 对硬件要求不高，旨在让用户能够轻松地在本地运行、管理和与大型语言模型进行交互。 May 14, 2025 · Step 5: Optional GPU Acceleration. ollama-python; ollama-js; Quickstart. /data:/root/. ollama-p 11434:11434--name ollama ollama/ollama NOTE If you're running on an NVIDIA JetPack system, Ollama can't automatically discover the correct JetPack version. The app container serves as a devcontainer, allowing you to boot into it for experimentation. Ollama is an open-source tool designed to enable users to operate, develop, and distribute large language models (LLMs) on their personal hardware. yaml. 3. Mar 13, 2025 · Learn how to set up Ollama, a fast and powerful LLM tool, on Docker containers with five simple steps. ollama pull llama2: This is the command run inside the container to download the `llama2` model. Learn how to install and use Ollama as a Docker image on Mac or Linux with GPU acceleration. 现在您可以在容器内运行像 Llama 2 这样的模型。 docker exec -it ollama ollama run llama2 更多模型可以在 Ollama 模型库中找到。 For Docker Desktop on Windows 10/11, install the latest NVIDIA driver and make sure you are using the WSL2 backend; The docker-compose. com Dec 28, 2024 · 通过使用Docker，我们可以实现Ollama的快速部署和高效管理。 本文将手把手教你如何使用Docker来部署Ollama，无需具备高级的编程知识。 准备工作 在开始之前，请确保你的系统中已安装以下软件： Docker：可以从Docker官网 下载并安装。 Feb 26, 2025 · Ollama Chat WebUI for Docker (Support for local docker deployment, lightweight ollama webui) AI Toolkit for Visual Studio Code (Microsoft-official VSCode extension to chat, test, evaluate models with Ollama support, and use them in your AI applications. yaml: Ollama 支持多种操作系统，包括 macOS、Windows、Linux 以及通过 Docker 容器运行。 Ollama 提供对模型量化的支持，可以显著降低显存要求，使得在普通家用计算机上运行大型模型成为可能。 谁适合阅读本教程？Ollama 适用于开发者、研究人员以及对数据隐私有较高. $ ollama run llama3. 2 尝试不同的模型 Oct 1, 2024 · ollama-portal. Get up and running with Llama 3. 方式一：Docker 软件在可视化界面中搜索并下载. ” This Docker container provides a GPU-accelerated environment for running Ollama, leveraging NVIDIA CUDA and cuDNN. Nov 13, 2024 · docker-compose. - Else, you can use https://brew. yaml file already contains the necessary instructions. Docker Compose File: Docker Compose is a tool for defining and running multi-container Docker applications. yaml123456789101112131415161718192021222324252627282930313233343536373839404142networks: ollama: external: trueservices: ollama: image: ollama/ollama:0 May 29, 2025 · Exec into the Ollama Container: docker exec -it ollama ollama pull tinyllama. Ollamaは、ローカル環境でLLMを効率的に実行するためのオープンソースプラットフォームです。 Dockerコンテナを活用することで、OSに依存しない安定した実行環境を構築できます。 基本的なDockerコンテナの起動 May 10, 2025 · ※プロンプト処理中は以下のようにCPUがゴリゴリに張り付きます。これは主にdockerの処理で張り付いているため、ollamaをdocker環境で使うのではなく、ローカル環境にインストールして、Open WebUIから使うように設定すれば問題なくなります。 🧹 停止・削除 Feb 12, 2025 · The next step is to download the Ollama Docker image and start a Docker Ollama container docker run -d --gpus=all -v ollama:/root/. Once installed, Ollama can run locally without requiring an internet… Ollama 提供了极其直接的体验。因此，今天我决定通过 Docker 容器安装和使用它——它出奇的简单和强大。 只需五条命令，我们就可以设置环境。让我们看一下。 步骤 1 - 提取最新的 Ollama Docker 镜像 Apr 19, 2025 · Ollama running LLM on docker. You can do so by the docker exec lines below, and you can replace the deepseek-r1:8b model with any model you want from: https://ollama. Dec 20, 2023 · Learn how to use Ollama, a personal LLM concierge, with Docker, a container platform. Discover and manage Docker images, including AI models, with the ollama/ollama container on Docker Hub. 整体说明. Feb 11, 2025 · Learn how to run Ollama, an open-source tool for running large language models, and Open WebUI, a web interface for interacting with them, using Docker and Docker Compose. In your own apps, you'll need to add the Ollama service in your docker-compose. Mar 25, 2025 · Learn two methods to set up Ollama, a local large language model, in Docker container with NVIDIA GPU support. Docker pulling Ollama I 2. Overview. Designed to resolve compatibility issue with openweb-ui ( #9012 ), it enables seamless AI model execution on NVIDIA GPUs. It provides a simple API for creating, running, and managing models, as well as a library of pre-built models that can be easily used in a variety of applications. Official Docker Images Apr 8, 2025 · Ollama と Open WebUI で Docker を利用して、ChatGPT のようなシステムをローカル上で環境構築したメモになります。 Jun 30, 2024 · docker-compose exec -it ollama bash ollama pull llama3 ollama pull all-minilm. Follow the steps to set up a local environment with a docker-compose. Make sure you have Homebrew installed. sh/. github. ollama restart: always Jan 24, 2025 · In this blog post, we'll dive into setting up a powerful AI development environment using Docker Compose. Ollama is a platform designed to streamline the development, deployment, and scaling of machine learning models. yml file to run Ollama alongside Open WebUI. Ollama provides official Docker images that support various hardware configurations, including CPU-only, NVIDIA GPU acceleration, and AMD GPU (ROCm) acceleration. Ollamaを動かすためには、いくつかの準備が必要です。 Mar 29, 2025 · Running large language models locally has become much more accessible thanks to projects like Ollama. 1:3000:8080": Exposes port 8080 of the container to port 3000 the loopback interface on your local machine. yaml file and access any AI model through a chat interface. 1、官方文档 要使用 Docker 和 AMD GPU 运行 Ollama，请使用 rocm 标签和以下命令： docker run -d --device /dev/kfd --device /dev/dri -v ollama:/root/. ollama -p 11434:11434 --name ollama ollama/ollama:0. Jul 11, 2024 · In this blog post, we’ll learn how to install and run Ollama with Docker. ) MinimalNextOllamaChat (Minimal Web UI for Chat and Model Control) Dec 11, 2024 · Dockerを使用したOllama環境の構築. 2-base-ubuntu20. It aims to simplify the entire lifecycle of machine learning projects by providing tools and services that help with data preparation, model training, and deployment.
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