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README update: Add pointers to profiles #244

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10 changes: 5 additions & 5 deletions README.md
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Expand Up @@ -3,15 +3,15 @@
[![License](https://img.shields.io/badge/License-Apache%202.0-green)](https://github.com/mlcommons/mlcflow/blob/main/LICENSE.md)
[![Downloads](https://static.pepy.tech/badge/mlcflow)](https://pepy.tech/project/mlcflow)

[![MLC core actions test](https://github.com/mlcommons/mlcflow/actions/workflows/test-mlc-core-actions.yaml/badge.svg?branch=dev)](https://github.com/mlcommons/mlcflow/actions/workflows/test-mlc-core-actions.yaml)
[![MLC script automation features test](https://github.com/mlcommons/mlperf-automations/actions/workflows/test-mlc-script-features.yml/badge.svg?branch=dev)](https://github.com/mlcommons/mlperf-automations/actions/workflows/test-mlc-script-features.yml)
[![MLPerf inference resnet50](https://github.com/mlcommons/mlcflow/actions/workflows/mlperf-inference-resnet50.yml/badge.svg?branch=dev)](https://github.com/mlcommons/mlcflow/actions/workflows/mlperf-inference-resnet50.yml)
[![MLPerf inference bert (deepsparse, tf, onnxruntime, pytorch)](https://github.com/mlcommons/mlcflow/actions/workflows/mlperf-inference-bert.yml/badge.svg?branch=dev)](https://github.com/mlcommons/mlcflow/actions/workflows/mlperf-inference-bert.yml)
[![MLC core actions test](https://github.com/mlcommons/mlcflow/actions/workflows/test-mlc-core-actions.yaml/badge.svg)](https://github.com/mlcommons/mlcflow/actions/workflows/test-mlc-core-actions.yaml)
[![MLC script automation features test](https://github.com/mlcommons/mlperf-automations/actions/workflows/test-mlc-script-features.yml/badge.svg?cache-bust=1)](https://github.com/mlcommons/mlperf-automations/actions/workflows/test-mlc-script-features.yml)

@arjunsuresh arjunsuresh Jun 8, 2026

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is this change intentional?

[![MLPerf inference resnet50](https://github.com/mlcommons/mlcflow/actions/workflows/mlperf-inference-resnet50.yml/badge.svg)](https://github.com/mlcommons/mlcflow/actions/workflows/mlperf-inference-resnet50.yml)
[![MLPerf inference bert (deepsparse, tf, onnxruntime, pytorch)](https://github.com/mlcommons/mlcflow/actions/workflows/mlperf-inference-bert.yml/badge.svg)](https://github.com/mlcommons/mlcflow/actions/workflows/mlperf-inference-bert.yml)


MLCFlow is a versatile CLI and Python interface developed by MLCommons in collaboration with a dedicated team of volunteers (see [Contributors](https://github.com/mlcommons/mlcflow/blob/main/CONTRIBUTORS.md)). It serves as a streamlined replacement for the [CMind](https://github.com/mlcommons/ck/tree/master/cm) tool, designed to drive the automation workflows of MLPerf benchmarks more efficiently. You can use this tool for any of your workflow automation tasks.

The concept behind CMind originated from **Grigori Fursin**, while the **MLPerf Automations** project was created by **Grigori Fursin** and **Arjun Suresh**, whose collective contributions laid the foundation for modernizing MLPerf benchmarking tools. MLCFlow is a complete replacement for the CMind package with an entirely new implementation led by **Arjun Suresh** and **Anandhu Sooraj**, with support from the [MLCFlow community](https://github.com/mlcommons/mlcflow/blob/main/CONTRIBUTORS.md). The script automation used in MLCFlow is inherited from the CM project but is now modified to support MLC and provides a simpler interface to the devlopers. Please see [the documentation](https://docs.mlcommons.org/mlcflow/) for more details.
The concept behind CMind originated from [**Grigori Fursin**](https://github.com/gfursin), while the **MLPerf Automations** project was created by [**Grigori Fursin**](https://github.com/gfursin) and [**Arjun Suresh**](https://github.com/arjunsuresh), whose collective contributions laid the foundation for modernizing MLPerf benchmarking tools. MLCFlow is a complete replacement for the CMind package with an entirely new implementation led by [**Arjun Suresh**](https://github.com/arjunsuresh) and [**Anandhu Sooraj**](https://github.com/anandhu-eng), with support from the [MLCFlow community](https://github.com/mlcommons/mlcflow/blob/main/CONTRIBUTORS.md). The script automation used in MLCFlow is inherited from the CM project but is now modified to support MLC and provides a simpler interface to the devlopers. Please see [the documentation](https://docs.mlcommons.org/mlcflow/) for more details.

On February 9, 2025, MLCFlow released its first stable version, 1.0.0.

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