# Training a model in a Cluster Node

**URL:** <https://support.prodi.gy/t/training-a-model-in-a-cluster-node/3404>\
**Category:** Uncategorized\
**Tags:** usage, spacy\
**Created:** [September 16, 2020, 3:32pm UTC](https://support.prodi.gy/t/training-a-model-in-a-cluster-node/3404 "2020-09-16T15:32:24Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![vtorres](https://avatars.discourse-cdn.com/v4/letter/v/ce7236/32.png) [@vtorres](https://support.prodi.gy/u/vtorres)\
**Post date:** [September 16, 2020, 3:32pm UTC](https://support.prodi.gy/t/training-a-model-in-a-cluster-node/3404/1 "2020-09-16T15:32:24Z")

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Hi Prodigy Team,

I do no have a good GPU on my computer to train my models. I use a GPU node in a cluster. How do you submit the jobs to train in a cluster?It is like Spacy? I'm sorry if is in the documentation but I have not been able to find it.

Also, is there any documentation on how to visualize and extract the entity relations?

Victor

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**Author:** ![ines](https://sea2.discourse-cdn.com/flex020/user_avatar/support.prodi.gy/ines/32/3_2.png) [@ines](https://support.prodi.gy/u/ines)\
**Post date:** [September 16, 2020, 4:11pm UTC](https://support.prodi.gy/t/training-a-model-in-a-cluster-node/3404/2 "2020-09-16T16:11:54Z")

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Prodigy uses spaCy under the hood and you can always run `prodigy data-to-spacy` to export your data and train with spaCy directly: [Command Line Interface · spaCy API Documentation](https://spacy.io/api/cli#train) That's also what we'd recommend if you're training on a remote machine.

> [@vtorres](#):
>
> Also, is there any documentation on how to visualize and extract the entity relations?

The easiest way would probably be to load the data back into Prodigy using the `relations` UI. You can run `db-out` to save the annotations to a file and then load them back in as the input source.

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**Author:** ![vtorres](https://avatars.discourse-cdn.com/v4/letter/v/ce7236/32.png) [@vtorres](https://support.prodi.gy/u/vtorres)\
**Post date:** [September 16, 2020, 4:38pm UTC](https://support.prodi.gy/t/training-a-model-in-a-cluster-node/3404/3 "2020-09-16T16:38:21Z")

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Thank you very much!

Victor