> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/run-ai/self-hosted/v3.0/reference/rest-api/endpoints/workloads/trainings/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/run-ai/_mcp/server.

# Trainings

Trainings are dedicated workloads that are specifically used for training models. 
They are by design preemptible workloads because they are used in unattended sessions where the  
scientists and researchers do not need to be present. These workloads are allowed to utilize 
resources over the project's quota.


## API Docs

- Trainings [Create a training.](https://docs.nvidia.com/run-ai/self-hosted/v3.0/reference/rest-api/endpoints/workloads/trainings/create-training-1.md)
- Trainings [Get training data.](https://docs.nvidia.com/run-ai/self-hosted/v3.0/reference/rest-api/endpoints/workloads/trainings/get-training.md)
- Trainings [Delete a training.](https://docs.nvidia.com/run-ai/self-hosted/v3.0/reference/rest-api/endpoints/workloads/trainings/delete-training.md)
- Trainings [Suspend a training.](https://docs.nvidia.com/run-ai/self-hosted/v3.0/reference/rest-api/endpoints/workloads/trainings/suspend-training.md)
- Trainings [Resume a training.](https://docs.nvidia.com/run-ai/self-hosted/v3.0/reference/rest-api/endpoints/workloads/trainings/resume-training.md)

## OpenAPI Specification

The raw OpenAPI 3.1 specification for this API is available at:
- [OpenAPI JSON](https://docs.nvidia.com/run-ai/self-hosted/v3.0/reference/rest-api/endpoints/workloads/trainings/openapi.json)
- [OpenAPI YAML](https://docs.nvidia.com/run-ai/self-hosted/v3.0/reference/rest-api/endpoints/workloads/trainings/openapi.yaml)