{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/3"}],"enrichment":{"capability":"Provides pre-built schema inference artifacts and task sample inputs/outputs for Hugging Face models in SageMaker workflows.","skillfed_tags":["sagemaker","hugging-face","ml-schemas"],"use_cases":["Set up inference schemas when deploying models to SageMaker without manually defining task input/output structures.","Reference task sample formats to ensure inference request payloads match expected schemas.","Integrate pre-validated schema artifacts into SageMaker pipelines to reduce schema definition boilerplate.","Build tooling that needs canonical input/output shapes for standard task types."],"what_it_does":"This package is an AWS-published library that bundles pre-defined schema inference artifacts and sample inputs/outputs, designed to work within SageMaker inference workflows. It provides structured metadata that describes how to format data for inference tasks, reducing the need to manually define schemas when deploying models on SageMaker.\n\nThe package depends only on json5 for parsing and is compatible with Python 3.8, 3.9, and 3.10. It is marked as production-stable but has not been updated in over two years, indicating it serves a narrow, stable use case rather than an actively evolving tool.","worth_installing":"Yes, if you are actively deploying models on SageMaker and need pre-built schema definitions. Low install friction and permissive license make it a low-risk addition. However, dormant maintenance status means you should verify that included schemas match your target versions before relying on it in production."},"id":"sagemaker-schema-inference-artifacts","links":{"html":"https://skillfed.io/packages/sagemaker-schema-inference-artifacts","md":"https://skillfed.io/packages/sagemaker-schema-inference-artifacts.md","pypi":"https://pypi.org/project/sagemaker-schema-inference-artifacts/"},"maintenance":{"status":"dormant"},"meta":{"latest_release":"2024-04-08","license_spdx":null,"license_treatment":"permissive","name":"sagemaker-schema-inference-artifacts","python_support":"supports_current","summary":"Open source library for Hugging Face Task Sample Inputs and Outputs"},"popularity":{"monthly_downloads":1474576,"position":3863,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.0.5"}