{"library":"multi-model-server","title":"Multi Model Server (Deprecated)","description":"Multi Model Server (MMS) was an AWS Labs tool designed for serving neural network models for inference. This specific PyPI package and its underlying project have been deprecated and are no longer actively maintained. Users are strongly encouraged to migrate to TorchServe for ongoing support and new features. The last released version was 1.1.11.","language":"python","status":"deprecated","last_verified":"Mon May 18","install":{"commands":["pip install multi-model-server"],"cli":{"name":"mxnet-model-server","version":"usage: multi-model-server [-h] [--start | --stop] [--mms-config MMS_CONFIG]"}},"imports":["multi-model-server --start"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"# 1. Install the deprecated server\npip install multi-model-server\n\n# 2. (Optional, but highly recommended for actual serving) Create a model archive.\n#    Note: torch-model-archiver is now part of TorchServe installation. \n#    If you need to archive models for this deprecated MMS, you might need\n#    an older, compatible version of torch-model-archiver or manually bundle.\n#    Example using (potentially incompatible) current torch-model-archiver syntax:\n#    torch-model-archiver --model-name mymodel --version 1.0 --model-file model.py --handler handler.py\n\n# 3. Start the Multi Model Server\nmulti-model-server --start","lang":"bash","description":"This quickstart demonstrates how to install and start the deprecated Multi Model Server using its command-line interface. Note that for actual model serving, you would typically archive models first. Given the project's deprecated status, this is provided for historical context or existing deployments only.","tag":null,"tag_description":null,"last_tested":null,"results":[]},"compatibility":{"tag":null,"tag_description":null,"last_tested":"2026-05-18","installed_version":"1.1.11","pypi_latest":"1.1.11","is_stale":false,"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":3,"avg_import_s":null,"wheel_type":"wheel"},"results":[{"runtime":"python:3.10-alpine","python_version":"3.10","os_libc":"alpine (musl)","variant":"multi-model-server","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":"49.8M"},{"runtime":"python:3.10-slim","python_version":"3.10","os_libc":"slim (glibc)","variant":"multi-model-server","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":3.1,"import_time_s":null,"mem_mb":null,"disk_size":"51M"},{"runtime":"python:3.11-alpine","python_version":"3.11","os_libc":"alpine (musl)","variant":"multi-model-server","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":"53.0M"},{"runtime":"python:3.11-slim","python_version":"3.11","os_libc":"slim (glibc)","variant":"multi-model-server","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":2.9,"import_time_s":null,"mem_mb":null,"disk_size":"54M"},{"runtime":"python:3.12-alpine","python_version":"3.12","os_libc":"alpine (musl)","variant":"multi-model-server","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":"44.5M"},{"runtime":"python:3.12-slim","python_version":"3.12","os_libc":"slim (glibc)","variant":"multi-model-server","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":2.6,"import_time_s":null,"mem_mb":null,"disk_size":"46M"},{"runtime":"python:3.13-alpine","python_version":"3.13","os_libc":"alpine (musl)","variant":"multi-model-server","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":"44.3M"},{"runtime":"python:3.13-slim","python_version":"3.13","os_libc":"slim (glibc)","variant":"multi-model-server","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":2.8,"import_time_s":null,"mem_mb":null,"disk_size":"45M"},{"runtime":"python:3.9-alpine","python_version":"3.9","os_libc":"alpine (musl)","variant":"multi-model-server","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":"47.1M"},{"runtime":"python:3.9-slim","python_version":"3.9","os_libc":"slim (glibc)","variant":"multi-model-server","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":3.4,"import_time_s":null,"mem_mb":null,"disk_size":"48M"}]}}