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# CM repository with cross-platform scripts for MLOps and DevOps | ||
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[![License](https://img.shields.io/badge/License-Apache%202.0-green)](https://github.com/mlcommons/ck/tree/master/cm) | ||
[![Supported by CM](https://img.shields.io/badge/Supported_by-MLCommons%20CM-blue)](https://github.com/mlcommons/ck). | ||
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This repository contains automation recipes to run native MLOps and DevOps scripts and tools via a simple, common and human-readable | ||
[CM interface](https://github.com/mlcommons/ck) on any platform with any software stack. | ||
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All СM scripts have a simple Python API, extensible JSON/YAML meta description | ||
and unifed input/output to make them reusable in different projects either individually | ||
or by chaining them together into powerful, efficient and portable automation workflows, | ||
applications and web services adaptable to continuously changing models, data sets, software and hardware | ||
(see [CM workflow/pipeline for MLPerf inference](script/app-mlperf-inference/_cm.yaml) as example). | ||
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These automation recipes are being developed and maintained by the [MLCommons Task Force on Automation and Reproducibility](../docs/taskforce.md) | ||
with [great contributions](../CONTRIBUTING.md) from the community and important feedback from Google, AMD, Neural Magic, OctoML, Nvidia, Qualcomm, Dell, HPE, | ||
Red Hat, Intel, TTA, One Stop Systems, ACM and other organizations. | ||
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### Catalog | ||
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See the automatically generated catalog at [GitHub](https://access.cknowledge.org/playground/?action=scripts) | ||
or via the [Collective Knowledge playground](https://access.cknowledge.org/playground/?action=components). | ||
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### License | ||
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[Apache 2.0](LICENSE.md) | ||
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### Copyright | ||
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2022-2024 [MLCommons](https://mlcommons.org) | ||
**This repository is archived. Please use [mlcommons@cm4mlops](https://github.com/mlcommons/cm4mlops/tree/dev) instead!** |
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cm-mlops/script/app-image-classification-tf-onnx-cpp/README.md
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cm-mlops/script/app-image-classification-tvm-onnx-py/README.md
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cm-mlops/script/app-mlperf-inference-ctuning-cpp-tflite/README.md
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cm-mlops/script/app-mlperf-inference-mlcommons-python/README.md
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cm-mlops/script/benchmark-any-mlperf-inference-implementation/README.md
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cm-mlops/script/build-mlperf-inference-server-nvidia/README.md
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cm-mlops/script/convert-ml-model-huggingface-to-onnx/README.md
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