sagemaker-python-sdk
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A library for training and deploying machine learning models on Amazon SageMaker
*Issue #, if available:* *Description of changes:* *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these out after creating the PR....
*Issue #, if available:* *Description of changes:* *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these out after creating the PR....
*Issue #, if available:* *Description of changes:* Add Sharding Support for Neo Optimization Jobs *Testing done:* Tested manually on local on mac by building the wheel and running the optimize...
*Issue #, if available:* *Description of changes:* 1. https://github.com/aws/deep-learning-containers/releases/tag/v2.0-hf-tgi-2.4.0-pt-2.4.0-inf-gpu-py311 2. https://github.com/aws/deep-learning-containers/releases/tag/v1.0-hf-4.43.2-pt-2.1.2-inf-neuronx-sdk2.20.0-py310 *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these out...
*Issue #, if available:* *Description of changes:* Update JumpStart documentation of `list_jumpstart_models` experience. *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill...
*Issue #, if available:* *Description of changes:* Refactor `feature_store.dataset_builder.to_csv_file()` to call a new internal method `_to_athena_query`. This accomplishes the following: - A reduction in the complexity of the `to_csv_file()` function...
*Issue #, if available:* -- *Description of changes:* - Fix import path of `PySparkProcessor` - Fix typo *Testing done:* Ran locally: ```python from sagemaker.spark.processing import PySparkProcessor import sagemaker print(sagemaker.__version__) #...
*Description of changes:* Single integration test `test_happy_pytorch_sagemaker_endpoint_with_torch_serve` is failing blocking PySDK release. Skipping for now to unblock the release *Testing done:* ## Merge Checklist _Put an `x` in the boxes...
*Issue #, if available:* *Description of changes:* Release new image config for HF TGI Neuronx 0.0.27: https://github.com/awslabs/llm-hosting-container/pull/110 *Testing done:* unittests ## Merge Checklist _Put an `x` in the boxes that...
*Issue #, if available:* Currently we don't pass the endpoint_name in deploy() func for InferenceComponent case. *Description of changes:* we should pass the name and remove unique name generation to...
