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get-ml-model-huggingface-zoo

Automatically generated README for this automation recipe: get-ml-model-huggingface-zoo

Category: AI/ML models

License: Apache 2.0

  • Notes from the authors, contributors and users: README-extra

  • CM meta description for this script: _cm.json

  • Output cached? True

Reuse this script in your project

Install MLCommons CM automation meta-framework

Pull CM repository with this automation recipe (CM script)

cm pull repo mlcommons@cm4mlops

cmr "get ml-model huggingface zoo" --help

Run this script

Run this script via CLI
cm run script --tags=get,ml-model,huggingface,zoo[,variations] [--input_flags]
Run this script via CLI (alternative)
cmr "get ml-model huggingface zoo [variations]" [--input_flags]
Run this script from Python
import cmind

r = cmind.access({'action':'run'
              'automation':'script',
              'tags':'get,ml-model,huggingface,zoo'
              'out':'con',
              ...
              (other input keys for this script)
              ...
             })

if r['return']>0:
    print (r['error'])
Run this script via Docker (beta)
cm docker script "get ml-model huggingface zoo[variations]" [--input_flags]

Variations

  • No group (any combination of variations can be selected)

    Click here to expand this section.

    • _model-stub.#
      • ENV variables:
        • CM_MODEL_ZOO_STUB: #
    • _onnx-subfolder
      • ENV variables:
        • CM_HF_SUBFOLDER: onnx
    • _pierreguillou_bert_base_cased_squad_v1.1_portuguese
      • ENV variables:
        • CM_MODEL_ZOO_STUB: pierreguillou/bert-base-cased-squad-v1.1-portuguese
    • _prune
      • ENV variables:
        • CM_MODEL_TASK: prune

  • Group "download-type"

    Click here to expand this section.

    • _clone-repo
      • ENV variables:
        • CM_GIT_CLONE_REPO: yes

Script flags mapped to environment

  • --download_path=value → CM_DOWNLOAD_PATH=value
  • --env_key=value → CM_MODEL_ZOO_ENV_KEY=value
  • --full_subfolder=value → CM_HF_FULL_SUBFOLDER=value
  • --model_filename=value → CM_MODEL_ZOO_FILENAME=value
  • --revision=value → CM_HF_REVISION=value
  • --subfolder=value → CM_HF_SUBFOLDER=value

Native script being run

Script output

cmr "get ml-model huggingface zoo [variations]" [--input_flags] -j