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Co-authored-by: Revital <revital@allegro.ai>
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### ClearML ### ClearML
<sup>*Formerly known as Allegro Trains*<sup> <sup>*Formerly known as Allegro Trains*<sup>
ClearML is a ML/DL development and production suite, it contains FOUR main modules: ClearML is a ML/DL development and production suite, it contains FIVE main modules:
- [Experiment Manager](#clearml-experiment-manager) - Automagical experiment tracking, environments and results - [Experiment Manager](#clearml-experiment-manager) - Automagical experiment tracking, environments and results
- [MLOps](https://github.com/allegroai/clearml-agent) - Orchestration, Automation & Pipelines solution for ML/DL jobs (K8s / Cloud / bare-metal) - [MLOps](https://github.com/allegroai/clearml-agent) - Orchestration, Automation & Pipelines solution for ML/DL jobs (K8s / Cloud / bare-metal)
- [Data-Management](https://github.com/allegroai/clearml/blob/master/docs/datasets.md) - Fully differentiable data management & version control solution on top of object-storage - [Data-Management](https://github.com/allegroai/clearml/blob/master/docs/datasets.md) - Fully differentiable data management & version control solution on top of object-storage
(S3 / GS / Azure / NAS) (S3 / GS / Azure / NAS)
- **NEW** :fire: [Model-Serving](https://github.com/allegroai/clearml-serving) :tada: - *cloud-ready* Scalable model serving solution! <br>:sparkles: **Deploy new model endpoints in under 5 minutes** :sparkles: <br> :muscle: includes optimized GPU serving support backed by Nvidia-Triton :mechanical_arm: <br> :bar_chart: **with out-of-the-box Model Monitoring** :scream: - [Model-Serving](https://github.com/allegroai/clearml-serving) - *cloud-ready* Scalable model serving solution!
- **Deploy new model endpoints in under 5 minutes**
- Includes optimized GPU serving support backed by Nvidia-Triton
- **with out-of-the-box Model Monitoring**
- **NEW** :fire: [Reports](https://clear.ml/docs/latest/docs/webapp/webapp_reports) - Create and share rich MarkDown documents supporting embeddable online content
Instrumenting these components is the **ClearML-server**, see [Self-Hosting](https://clear.ml/docs/latest/docs/deploying_clearml/clearml_server) & [Free tier Hosting](https://app.clear.ml) Instrumenting these components is the **ClearML-server**, see [Self-Hosting](https://clear.ml/docs/latest/docs/deploying_clearml/clearml_server) & [Free tier Hosting](https://app.clear.ml)

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