> For the complete documentation index, see [llms.txt](https://docs.layerlens.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.layerlens.ai/6.-build-wire-your-code/from-mlflow.md).

# From MLflow

Migrate from MLflow to Stratix.

## What maps

| MLflow     | Stratix                |
| ---------- | ---------------------- |
| Experiment | Evaluation suite       |
| Run        | Evaluation run         |
| Params     | Evaluation config      |
| Metrics    | Scorer + judge results |
| Artifacts  | Result exports         |

## Steps

1. Export MLflow runs via `mlflow.search_runs()`.
2. Map params to Stratix evaluation configs.
3. Map metrics to Stratix scorers/judges.
4. Re-run on Stratix; cross-validate.

## See also

* [Cookbook: port an MLflow run](https://github.com/LayerLens/gitbook-full/blob/main/06-build/migration/recipes/migration-mlflow.md)