Lokale KI mit Ollama + open-WebUI

Quelle: https://www.youtube.com/watch?v=vW29hgdb05I 

abgeändert für AMD Ryzen AI Max+ 395 (dockerimage ollama/ollama:rocm und devices)

2026-03-22 (mit image von rjmalagon)

https://community.frame.work/t/running-ollama-in-docker-on-our-framework-desktop-using-the-gpu/75662/9 < ollama compose part aus diesem thread

https://github.com/rjmalagon/ollama-linux-amd-apu < dieses image

https://github.com/phueper/ollama-linux-amd-apu/tree/apu-optimizer < anderer fork

https://www.reddit.com/r/ollama/comments/1nt5fcr/how_do_i_get_ollama_to_use_the_igpu_on_the_amd_ai/ 

docker-compose.yml

services:
  ollama:
    image:
        ghcr.io/rjmalagon/ollama-linux-amd-apu:optm-latest
    restart: unless-stopped
    environment:
      #OLLAMA_FLASH_ATTENTION: true
      #OLLAMA_DEBUG: 0
      # setting Context length to 8192 for longer data
      #OLLAMA_CONTEXT_LENGTH: 8192
    volumes:
      - ollama_storage:/root/.ollama
    devices:
      - "/dev/kfd:/dev/kfd"
      - "/dev/dri:/dev/dri"
    group_add:
      - video
    ports:
      - "11434:11434"

  open-webui:
#    build:
#      context: .
#      args:
#       OLLAMA_BASE_URL: '/ollama'
#      dockerfile: Dockerfile
    image: ghcr.io/open-webui/open-webui:latest
    container_name: open-webui
    volumes:
      - open-webui:/app/backend/data
    depends_on:
      - ollama
    ports:
      - 3000:8080
    environment:
      - 'OLLAMA_BASE_URL=http://ollama:11434'
      - 'WEBUI_SECRET_KEY='
    extra_hosts:
      - host.docker.internal:host-gateway
    restart: unless-stopped
    #networks:
    #  - ollama-network
    #  - proxy
    #labels:
    #  - "traefik.enable=true"
    #  - "traefik.docker.network=proxy"
    #  - "traefik.http.routers.ollama.entrypoints=http"
    #  - "traefik.http.routers.ollama.rule=Host(`ollama.jimsgarage.co.uk`)"
    #  - "traefik.http.middlewares.ollama-https-redirect.redirectscheme.scheme=https"
    #  - "traefik.http.routers.ollama.middlewares=ollama-https-redirect"
    #  - "traefik.http.routers.ollama-secure.entrypoints=https"
    #  - "traefik.http.routers.ollama-secure.rule=Host(`ollama.jimsgarage.co.uk`)"
    #  - "traefik.http.routers.ollama-secure.tls=true"
    #  - "traefik.http.routers.ollama-secure.tls.certresolver=cloudflare"
    #  - "traefik.http.routers.ollama-secure.service=ollama"
    #  - "traefik.http.services.ollama.loadbalancer.server.port=8080"

volumes:
  ollama:
  open-webui:

#networks:
  #ollama-network:
  #proxy:
  #  external: true

alt (mit ollama image)

services:
  ollama:
    # Uncomment below for GPU support
    # deploy:
    #   resources:
    #     reservations:
    #       devices:
    #         - driver: nvidia
    #           count: 1
    #           capabilities:
    #             - gpu
    
    # AMD GPU:
    devices:
      - /dev/kfd
      - /dev/dri
    volumes:
      - ollama:/root/.ollama
    # Uncomment below to expose Ollama API outside the container stack
    # ports:
    #   - 11434:11434
    container_name: ollama
    pull_policy: always
    tty: true
    restart: unless-stopped
    #image: ollama/ollama
    # AMD GPU:
    image: ollama/ollama:rocm
    #networks:
    #  - ollama-network


  open-webui:
#    build:
#      context: .
#      args:
#       OLLAMA_BASE_URL: '/ollama'
#      dockerfile: Dockerfile
    image: ghcr.io/open-webui/open-webui:latest
    container_name: open-webui
    volumes:
      - open-webui:/app/backend/data
    depends_on:
      - ollama
    ports:
      - 3000:8080
    environment:
      - 'OLLAMA_BASE_URL=http://ollama:11434'
      - 'WEBUI_SECRET_KEY='
    extra_hosts:
      - host.docker.internal:host-gateway
    restart: unless-stopped
    #networks:
    #  - ollama-network
    #  - proxy
    #labels:
    #  - "traefik.enable=true"
    #  - "traefik.docker.network=proxy"
    #  - "traefik.http.routers.ollama.entrypoints=http"
    #  - "traefik.http.routers.ollama.rule=Host(`ollama.jimsgarage.co.uk`)"
    #  - "traefik.http.middlewares.ollama-https-redirect.redirectscheme.scheme=https"
    #  - "traefik.http.routers.ollama.middlewares=ollama-https-redirect"
    #  - "traefik.http.routers.ollama-secure.entrypoints=https"
    #  - "traefik.http.routers.ollama-secure.rule=Host(`ollama.jimsgarage.co.uk`)"
    #  - "traefik.http.routers.ollama-secure.tls=true"
    #  - "traefik.http.routers.ollama-secure.tls.certresolver=cloudflare"
    #  - "traefik.http.routers.ollama-secure.service=ollama"
    #  - "traefik.http.services.ollama.loadbalancer.server.port=8080"

volumes:
  ollama:
  open-webui:

#networks:
  #ollama-network:
  #proxy:
  #  external: true