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[DOCS] Clean up CLI examples in ML docs (#766)
* [DOCS] Clean up CLI examples in ML docs * Fixes spaces * Rebuild for testing copy-paste
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@ -47,13 +47,13 @@ You need to install the appropriate version of PyTorch to import an NLP model. R
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For NLP tasks, Eland enables you to import PyTorch models into {{es}}. Use the `eland_import_hub_model` script to download and install supported [transformer models](https://huggingface.co/transformers) from the [Hugging Face model hub](https://huggingface.co/models). For example:
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For NLP tasks, Eland enables you to import PyTorch models into {{es}}. Use the `eland_import_hub_model` script to download and install supported [transformer models](https://huggingface.co/transformers) from the [Hugging Face model hub](https://huggingface.co/models). For example:
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```bash
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```bash
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$ eland_import_hub_model <authentication> \ <1>
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eland_import_hub_model <authentication> \ <1>
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--url http://localhost:9200/ \ <2>
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--url http://localhost:9200/ \ <2>
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--hub-model-id elastic/distilbert-base-cased-finetuned-conll03-english \ <3>
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--hub-model-id elastic/distilbert-base-cased-finetuned-conll03-english \ <3>
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--task-type ner \ <4>
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--task-type ner \ <4>
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--start
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--start
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```
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```
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1. Use an authentication method to access your cluster. Refer to [Authentication methods](machine-learning.md#ml-nlp-pytorch-auth).
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1. Use an authentication method to access your cluster. Refer to [Authentication methods](machine-learning.md#ml-nlp-pytorch-auth).
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2. The cluster URL. Alternatively, use `--cloud-id`.
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2. The cluster URL. Alternatively, use `--cloud-id`.
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3. Specify the identifier for the model in the Hugging Face model hub.
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3. Specify the identifier for the model in the Hugging Face model hub.
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@ -63,7 +63,7 @@ $ eland_import_hub_model <authentication> \ <1>
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For more information about the available options, run `eland_import_hub_model` with the `--help` option.
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For more information about the available options, run `eland_import_hub_model` with the `--help` option.
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```bash
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```bash
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$ eland_import_hub_model --help
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eland_import_hub_model --help
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```
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```
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@ -79,7 +79,7 @@ If you want to use Eland without installing it, you can use the Docker image:
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You can use the container interactively:
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You can use the container interactively:
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```bash
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```bash
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$ docker run -it --rm --network host docker.elastic.co/eland/eland
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docker run -it --rm --network host docker.elastic.co/eland/eland
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```
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```
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Running installed scripts is also possible without an interactive shell, for example:
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Running installed scripts is also possible without an interactive shell, for example:
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