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Merge branch 'master' into hf-pt-inf
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‎CHANGELOG.md‎

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# Changelog
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## v2.253.0 (2025-10-10)
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### Features
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* Added condition to allow eval recipe.
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* add model_type hyperparameter support for Nova recipes
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### Bug Fixes and Other Changes
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* Fix for a failed slow test: numpy fix
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* Add numpy 2.0 support
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* chore: domain support for eu-isoe-west-1
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* Adding default identity implementations to InferenceSpec
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* djl regions fixes #5273
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* Fix flaky integ test
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## v2.252.0 (2025-09-29)
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### Features

‎VERSION‎

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2.252.1.dev0
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2.253.1.dev0

‎src/sagemaker/image_uri_config/huggingface-tei-cpu.json‎

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"1.2": "1.2.3",
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"1.4": "1.4.0",
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"1.6": "1.6.0",
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"1.7": "1.7.0"
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"1.7": "1.7.0",
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"1.8": "1.8.2"
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},
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"versions": {
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"1.2.3": {
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"container_version": {
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"cpu": "ubuntu22.04"
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}
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},
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"1.8.2":{
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"py_versions": [
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"py310"
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],
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"registries": {
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"af-south-1": "510948584623",
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"ap-east-1": "651117190479",
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"ap-northeast-1": "354813040037",
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"ap-northeast-2": "366743142698",
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"ap-northeast-3": "867004704886",
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"ap-south-1": "720646828776",
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"ap-south-2": "628508329040",
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"ap-southeast-1": "121021644041",
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"ap-southeast-2": "783357654285",
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"ap-southeast-3": "951798379941",
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"ap-southeast-4": "106583098589",
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"ca-central-1": "341280168497",
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"ca-west-1": "190319476487",
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"cn-north-1": "450853457545",
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"cn-northwest-1": "451049120500",
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"eu-central-1": "492215442770",
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"eu-central-2": "680994064768",
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"eu-north-1": "662702820516",
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"eu-south-1": "978288397137",
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"eu-south-2": "104374241257",
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"eu-west-1": "141502667606",
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"eu-west-2": "764974769150",
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"eu-west-3": "659782779980",
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"il-central-1": "898809789911",
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"me-central-1": "272398656194",
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"me-south-1": "801668240914",
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"sa-east-1": "737474898029",
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"us-east-1": "683313688378",
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"us-east-2": "257758044811",
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"us-gov-east-1": "237065988967",
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"us-gov-west-1": "414596584902",
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"us-iso-east-1": "833128469047",
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"us-isob-east-1": "281123927165",
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"us-west-1": "746614075791",
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"us-west-2": "246618743249"
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},
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"tag_prefix": "2.0.1-tei1.8.2",
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"repository": "tei-cpu",
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"container_version": {
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"cpu": "ubuntu22.04"
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}
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}
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}
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}
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}
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}

‎src/sagemaker/image_uri_config/huggingface-tei.json‎

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"1.2": "1.2.3",
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"1.4": "1.4.0",
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"1.6": "1.6.0",
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"1.7": "1.7.0"
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"1.7": "1.7.0",
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"1.8": "1.8.2"
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},
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"versions": {
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"1.2.3": {
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"container_version": {
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"gpu": "cu122-ubuntu22.04"
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}
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},
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"1.8.2": {
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"py_versions": [
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"py310"
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],
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"registries": {
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"af-south-1": "510948584623",
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"ap-east-1": "651117190479",
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"ap-northeast-1": "354813040037",
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"ap-northeast-2": "366743142698",
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"ap-northeast-3": "867004704886",
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"ap-south-1": "720646828776",
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"ap-south-2": "628508329040",
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"ap-southeast-1": "121021644041",
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"ap-southeast-2": "783357654285",
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"ap-southeast-3": "951798379941",
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"ap-southeast-4": "106583098589",
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"ca-central-1": "341280168497",
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"ca-west-1": "190319476487",
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"cn-north-1": "450853457545",
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"cn-northwest-1": "451049120500",
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"eu-central-1": "492215442770",
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"eu-central-2": "680994064768",
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"eu-north-1": "662702820516",
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"eu-south-1": "978288397137",
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"eu-south-2": "104374241257",
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"eu-west-1": "141502667606",
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"eu-west-2": "764974769150",
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"eu-west-3": "659782779980",
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"il-central-1": "898809789911",
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"me-central-1": "272398656194",
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"me-south-1": "801668240914",
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"sa-east-1": "737474898029",
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"us-east-1": "683313688378",
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"us-east-2": "257758044811",
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"us-gov-east-1": "237065988967",
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"us-gov-west-1": "414596584902",
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"us-iso-east-1": "833128469047",
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"us-isob-east-1": "281123927165",
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"us-west-1": "746614075791",
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"us-west-2": "246618743249"
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},
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"tag_prefix": "2.0.1-tei1.8.2",
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"repository": "tei",
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"container_version": {
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"gpu": "cu122-ubuntu22.04"
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}
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}
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}
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}
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}
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}

‎tests/data/serve_resources/mlflow/pytorch/MLmodel‎

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code: null
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model_data: data
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pytorch_version: 2.0.1+cu117
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mlflow_version: 2.10.2
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mlflow_version: 2.11.1
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model_size_bytes: 4971001
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model_uuid: 2d85043bbf504b1e9950e124c46a1719
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run_id: 98b8d2e2c0e74ab59f4c26f7cb3de233

‎tests/data/serve_resources/mlflow/tensorflow/MLmodel‎

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code: null
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model_type: tf2-module
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saved_model_dir: tf2model
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mlflow_version: 2.11.1
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mlflow_version: 2.20.3
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model_size_bytes: 23823
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model_uuid: 40d2323944294fce898d8693455f60e8
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run_id: 592132312fb84935b201de2c027c54c6

‎tests/integ/sagemaker/serve/test_serve_mlflow_xgboost_flavor_happy.py‎

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XGBOOST_MLFLOW_RESOURCE_DIR,
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SERVE_SAGEMAKER_ENDPOINT_TIMEOUT,
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# SERVE_LOCAL_CONTAINER_TIMEOUT,
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PYTHON_VERSION_IS_NOT_310,
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# PYTHON_VERSION_IS_NOT_310,
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)
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from tests.integ.timeout import timeout
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from tests.integ.utils import cleanup_model_resources
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# ), f"{caught_ex} was thrown when running pytorch squeezenet local container test"
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@pytest.mark.skipif(
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PYTHON_VERSION_IS_NOT_310, # or NOT_RUNNING_ON_INF_EXP_DEV_PIPELINE,
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reason="The goal of these test are to test the serving components of our feature",
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@pytest.mark.skip(
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reason="Skipping it temporarily as we have bug with latest version of XGBoost image \
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that is numpy 2.0 compatible.",
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)
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def test_happy_xgboost_sagemaker_endpoint_with_torch_serve(
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sagemaker_session,
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xgboost_schema,
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cpu_instance_type,
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test_data,
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):
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# TODO: Enable this test once the issue with latest XGBoost image is fixed.
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logger.info("Running in SAGEMAKER_ENDPOINT mode...")
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caught_ex = None
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‎tests/unit/sagemaker/image_uris/test_huggingface_llm.py‎

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"1.6.0": "2.0.1-tei1.6.0-gpu-py310-cu122-ubuntu22.04",
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"1.7.0": "2.0.1-tei1.7.0-gpu-py310-cu122-ubuntu22.04",
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"1.8.0": "2.0.1-tei1.8.0-gpu-py310-cu122-ubuntu22.04",
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"1.8.2": "2.0.1-tei1.8.2-gpu-py310-cu122-ubuntu22.04",
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},
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"cpu": {
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"1.2.3": "2.0.1-tei1.2.3-cpu-py310-ubuntu22.04",
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"1.4.0": "2.0.1-tei1.4.0-cpu-py310-ubuntu22.04",
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"1.6.0": "2.0.1-tei1.6.0-cpu-py310-ubuntu22.04",
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"1.7.0": "2.0.1-tei1.7.0-cpu-py310-ubuntu22.04",
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"1.8.0": "2.0.1-tei1.8.0-cpu-py310-ubuntu22.04",
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"1.8.2": "2.0.1-tei1.8.2-cpu-py310-ubuntu22.04",
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},
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}
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HF_VERSIONS_MAPPING = {

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