From c8e7775864ddce10c182769cda67e8c1d1a261cc Mon Sep 17 00:00:00 2001 From: Andrey Date: Sun, 20 Oct 2024 18:23:50 +0300 Subject: [PATCH] lab2: add mlmodel --- labs/lab2.md | 10 +++++++--- labs/mlmodel_file.png | Bin 0 -> 204807 bytes 2 files changed, 7 insertions(+), 3 deletions(-) create mode 100644 labs/mlmodel_file.png diff --git a/labs/lab2.md b/labs/lab2.md index a034c68..109adad 100644 --- a/labs/lab2.md +++ b/labs/lab2.md @@ -33,7 +33,7 @@ ----- 16. Проанализировать все прогоны и выбрать модель, показывающую наилучшее качество. Обучить эту модель на всей выборке (а не только на train-части), залогировать ее. В реестре моделей установить ей тэг `Production`. Эту модель мы будем деплоить в следующей лабораторной работе. -17. Сохранить и закоммитить два скриншота из интерфейса mlflow с метриками качества и версиями зарегистрированной модели. +17. Сохранить и закоммитить два скриншота из интерфейса mlflow с метриками качества и версиями зарегистрированной модели и файл MLModel для `Production`-модели. 18. Актуализировать файлы `requirements.txt` и `README.md`, `.gitignore` 19. Отправить изменения на github. Сохранить на флешку или иным способом директорию `./mlflow` @@ -239,14 +239,18 @@ mlflow.sklearn.log_model(...) * файл `requirements.txt` * список используемых столбцов -Зарегистрируйте эту версию в реестре моделей и установите ей тэг `Production` +Зарегистрируйте эту версию в реестре моделей и установите ей тэг `Production`. + +> Эту модель мы будем деплоить в следующей лабораторной работе ### 17 -Сохранить в папке `research` и закоммитить два скриншота из интерфейса mlflow: +Сохранить в папке `research` и закоммитить два скриншота из интерфейса mlflow и файл MLModel для `Production`-модели: * Скриншот всех прогонов и их графиков с метриками качества. ![model_runs](model_runs.png) * Скриншот зарегистрированных версий моделей ![model_versions](model_versions.png) +* Текстовый файл MLModel можно найти и скачать во вкадке `artifacts` соответствующего `run` +![mlmodel_file](mlmodel_file.png) ### 18 diff --git a/labs/mlmodel_file.png b/labs/mlmodel_file.png new file mode 100644 index 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