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feature: add support for HF_HOME #4723

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Merged
merged 1 commit into from
Jun 10, 2024
Merged

feature: add support for HF_HOME #4723

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1 change: 1 addition & 0 deletions src/sagemaker/serve/builder/djl_builder.py
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Original file line number Diff line number Diff line change
Expand Up @@ -265,6 +265,7 @@ def _djl_model_builder_deploy_wrapper(self, *args, **kwargs) -> Type[PredictorBa
# if has not been built for local container we must use cache
# that hosting has write access to.
self.pysdk_model.env["TRANSFORMERS_CACHE"] = "/tmp"
self.pysdk_model.env["HF_HOME"] = "/tmp"
self.pysdk_model.env["HUGGINGFACE_HUB_CACHE"] = "/tmp"

if "endpoint_logging" not in kwargs:
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1 change: 1 addition & 0 deletions src/sagemaker/serve/builder/tei_builder.py
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Expand Up @@ -175,6 +175,7 @@ def _tei_model_builder_deploy_wrapper(self, *args, **kwargs) -> Type[PredictorBa
# if has not been built for local container we must use cache
# that hosting has write access to.
self.pysdk_model.env["TRANSFORMERS_CACHE"] = "/tmp"
self.pysdk_model.env["HF_HOME"] = "/tmp"
self.pysdk_model.env["HUGGINGFACE_HUB_CACHE"] = "/tmp"

if "endpoint_logging" not in kwargs:
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1 change: 1 addition & 0 deletions src/sagemaker/serve/builder/tgi_builder.py
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Expand Up @@ -214,6 +214,7 @@ def _tgi_model_builder_deploy_wrapper(self, *args, **kwargs) -> Type[PredictorBa
# if has not been built for local container we must use cache
# that hosting has write access to.
self.pysdk_model.env["TRANSFORMERS_CACHE"] = "/tmp"
self.pysdk_model.env["HF_HOME"] = "/tmp"
self.pysdk_model.env["HUGGINGFACE_HUB_CACHE"] = "/tmp"

if "endpoint_logging" not in kwargs:
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1 change: 1 addition & 0 deletions src/sagemaker/serve/model_server/djl_serving/server.py
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Expand Up @@ -19,6 +19,7 @@
_DEFAULT_ENV_VARS = {
"SERVING_OPTS": "-Dai.djl.logging.level=debug",
"TRANSFORMERS_CACHE": "/opt/ml/model/",
"HF_HOME": "/opt/ml/model/",
"HUGGINGFACE_HUB_CACHE": "/opt/ml/model/",
}

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1 change: 1 addition & 0 deletions src/sagemaker/serve/model_server/tei/server.py
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Expand Up @@ -18,6 +18,7 @@
_SHM_SIZE = "2G"
_DEFAULT_ENV_VARS = {
"TRANSFORMERS_CACHE": "/opt/ml/model/",
"HF_HOME": "/opt/ml/model/",
"HUGGINGFACE_HUB_CACHE": "/opt/ml/model/",
}

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1 change: 1 addition & 0 deletions src/sagemaker/serve/model_server/tgi/server.py
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Expand Up @@ -17,6 +17,7 @@
_SHM_SIZE = "2G"
_DEFAULT_ENV_VARS = {
"TRANSFORMERS_CACHE": "/opt/ml/model/",
"HF_HOME": "/opt/ml/model/",
"HUGGINGFACE_HUB_CACHE": "/opt/ml/model/",
}

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1 change: 1 addition & 0 deletions tests/unit/sagemaker/serve/model_server/tei/test_server.py
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Expand Up @@ -66,6 +66,7 @@ def test_start_invoke_destroy_local_tei_server(self, mock_requests):
volumes={PosixPath("model_path/code"): {"bind": "/opt/ml/model/", "mode": "rw"}},
environment={
"TRANSFORMERS_CACHE": "/opt/ml/model/",
"HF_HOME": "/opt/ml/model/",
"HUGGINGFACE_HUB_CACHE": "/opt/ml/model/",
"KEY": "VALUE",
"SAGEMAKER_SERVE_SECRET_KEY": "secret_key",
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