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chore: add new images for HF TGI (aws#5005)
* feat: add pytorch-tgi-inference 2.4.0 * add tgi 3.0.1 image * skip faulty test * formatting * formatting * add hf pytorch training 4.46 * update version alias * add py311 to training version * update tests with pyversion 311 * formatting --------- Co-authored-by: Erick Benitez-Ramos <[email protected]>
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‎src/sagemaker/fw_utils.py

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"2.1.0",
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"2.1.2",
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"2.2.0",
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"2.3.0",
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"2.3.1",
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"2.4.1",
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]

‎src/sagemaker/image_uri_config/huggingface-llm.json

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"1.2": "1.2.0",
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"1.3": "1.3.3",
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"1.4": "1.4.5",
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"2.0": "2.3.1"
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"2.0": "2.4.0",
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"3.0": "3.0.1"
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},
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"versions": {
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"0.6.0": {
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"container_version": {
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"gpu": "cu124-ubuntu22.04"
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}
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},
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"2.4.0": {
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"py_versions": [
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"py311"
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],
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"registries": {
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"af-south-1": "626614931356",
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"il-central-1": "780543022126",
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"ap-east-1": "871362719292",
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"ap-northeast-1": "763104351884",
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"ap-northeast-2": "763104351884",
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"ap-northeast-3": "364406365360",
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"ap-south-1": "763104351884",
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"ap-south-2": "772153158452",
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"ap-southeast-1": "763104351884",
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"ap-southeast-2": "763104351884",
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"ap-southeast-3": "907027046896",
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"ap-southeast-4": "457447274322",
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"ca-central-1": "763104351884",
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"cn-north-1": "727897471807",
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"cn-northwest-1": "727897471807",
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"eu-central-1": "763104351884",
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"eu-central-2": "380420809688",
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"eu-north-1": "763104351884",
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"eu-west-1": "763104351884",
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"eu-west-2": "763104351884",
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"eu-west-3": "763104351884",
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"eu-south-1": "692866216735",
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"eu-south-2": "503227376785",
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"me-south-1": "217643126080",
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"me-central-1": "914824155844",
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"sa-east-1": "763104351884",
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"us-east-1": "763104351884",
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"us-east-2": "763104351884",
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"us-gov-east-1": "446045086412",
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"us-gov-west-1": "442386744353",
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"us-iso-east-1": "886529160074",
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"us-isob-east-1": "094389454867",
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"us-west-1": "763104351884",
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"us-west-2": "763104351884",
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"ca-west-1": "204538143572"
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},
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"tag_prefix": "2.4.0-tgi2.4.0",
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"repository": "huggingface-pytorch-tgi-inference",
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"container_version": {
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"gpu": "cu124-ubuntu22.04-v2.2"
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}
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},
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"3.0.1": {
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"py_versions": [
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"py311"
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],
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"registries": {
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"af-south-1": "626614931356",
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"il-central-1": "780543022126",
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"ap-east-1": "871362719292",
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"ap-northeast-1": "763104351884",
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"ap-northeast-2": "763104351884",
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"ap-northeast-3": "364406365360",
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"ap-south-1": "763104351884",
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"ap-south-2": "772153158452",
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"ap-southeast-1": "763104351884",
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"ap-southeast-2": "763104351884",
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"ap-southeast-3": "907027046896",
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"ap-southeast-4": "457447274322",
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"ca-central-1": "763104351884",
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"cn-north-1": "727897471807",
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"cn-northwest-1": "727897471807",
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"eu-central-1": "763104351884",
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"eu-central-2": "380420809688",
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"eu-north-1": "763104351884",
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"eu-west-1": "763104351884",
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"eu-west-2": "763104351884",
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"eu-west-3": "763104351884",
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"eu-south-1": "692866216735",
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"eu-south-2": "503227376785",
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"me-south-1": "217643126080",
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"me-central-1": "914824155844",
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"sa-east-1": "763104351884",
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"us-east-1": "763104351884",
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"us-east-2": "763104351884",
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"us-gov-east-1": "446045086412",
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"us-gov-west-1": "442386744353",
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"us-iso-east-1": "886529160074",
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"us-isob-east-1": "094389454867",
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"us-west-1": "763104351884",
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"us-west-2": "763104351884",
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"ca-west-1": "204538143572"
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},
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"tag_prefix": "2.4.0-tgi3.0.1",
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"repository": "huggingface-pytorch-tgi-inference",
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"container_version": {
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"gpu": "cu124-ubuntu22.04-v2.1"
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}
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}
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}
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}

‎src/sagemaker/image_uri_config/huggingface.json

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"4.17": "4.17.0",
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"4.26": "4.26.0",
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"4.28": "4.28.1",
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"4.36": "4.36.0"
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"4.36": "4.36.0",
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"4.46": "4.46.1"
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},
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"versions": {
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"4.4.2": {
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"gpu": "cu121-ubuntu20.04"
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}
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}
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},
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"4.46.1": {
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"version_aliases": {
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"pytorch2.3": "pytorch2.3.0"
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},
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"pytorch2.3.0": {
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"py_versions": [
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"py311"
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],
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"registries": {
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"af-south-1": "626614931356",
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"il-central-1": "780543022126",
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"ap-east-1": "871362719292",
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"ap-northeast-1": "763104351884",
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"ap-northeast-2": "763104351884",
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"ap-northeast-3": "364406365360",
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"ap-south-1": "763104351884",
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"ap-southeast-1": "763104351884",
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"ap-southeast-2": "763104351884",
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"ap-southeast-3": "907027046896",
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"ca-central-1": "763104351884",
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"cn-north-1": "727897471807",
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"cn-northwest-1": "727897471807",
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"eu-central-1": "763104351884",
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"eu-north-1": "763104351884",
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"eu-west-1": "763104351884",
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"eu-west-2": "763104351884",
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"eu-west-3": "763104351884",
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"eu-south-1": "692866216735",
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"me-south-1": "217643126080",
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"me-central-1": "914824155844",
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"sa-east-1": "763104351884",
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"us-east-1": "763104351884",
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"us-east-2": "763104351884",
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"us-gov-east-1": "446045086412",
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"us-gov-west-1": "442386744353",
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"us-iso-east-1": "886529160074",
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"us-isob-east-1": "094389454867",
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"us-west-1": "763104351884",
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"us-west-2": "763104351884",
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"ca-west-1": "204538143572"
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},
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"repository": "huggingface-pytorch-training",
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"container_version": {
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"gpu": "cu121-ubuntu20.04"
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}
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}
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}
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}
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},

‎src/sagemaker/serve/model_format/mlflow/constants.py

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"py38": "1.12.1",
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"py39": "1.13.1",
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"py310": "2.2.0",
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"py311": "2.3.0",
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}
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MODEL_PACKAGE_ARN_REGEX = (
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r"^arn:aws:sagemaker:[a-z0-9\-]+:[0-9]{12}:model-package\/(.*?)(?:/(\d+))?$"

‎tests/conftest.py

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@pytest.fixture(scope="module")
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def huggingface_pytorch_training_py_version(huggingface_pytorch_training_version):
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if Version(huggingface_pytorch_training_version) >= Version("2.3"):
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return "py311"
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if Version(huggingface_pytorch_training_version) >= Version("2.0"):
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return "py310"
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elif Version(huggingface_pytorch_training_version) >= Version("1.13"):
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def huggingface_pytorch_latest_training_py_version(
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huggingface_training_pytorch_latest_version,
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):
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if Version(huggingface_training_pytorch_latest_version) >= Version("2.3"):
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return "py311"
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if Version(huggingface_training_pytorch_latest_version) >= Version("2.0"):
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return "py310"
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elif Version(huggingface_training_pytorch_latest_version) >= Version("1.13"):

‎tests/integ/sagemaker/jumpstart/private_hub/model/test_jumpstart_private_hub_model.py

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assert response is not None
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@pytest.mark.skip(reason="blocking PR checks and release pipeline.")
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def test_jumpstart_gated_model_inference_component_enabled(setup, add_model_references):
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model_id = "meta-textgeneration-llama-2-7b"

‎tests/unit/sagemaker/image_uris/test_huggingface_llm.py

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"2.0.2": "2.3.0-tgi2.0.2-gpu-py310-cu121-ubuntu22.04",
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"2.2.0": "2.3.0-tgi2.2.0-gpu-py310-cu121-ubuntu22.04-v2.0",
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"2.3.1": "2.4.0-tgi2.3.1-gpu-py311-cu124-ubuntu22.04",
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"2.4.0": "2.4.0-tgi2.4.0-gpu-py311-cu124-ubuntu22.04-v2.2",
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"3.0.1": "2.4.0-tgi3.0.1-gpu-py311-cu124-ubuntu22.04-v2.1",
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},
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"inf2": {
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"0.0.16": "1.13.1-optimum0.0.16-neuronx-py310-ubuntu22.04",

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