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add training tools (#470)
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* add Fabrik

* add Nanotron
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zhimin-z authored Apr 7, 2024
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Expand Up @@ -155,9 +155,11 @@ This repository contains a curated list of awesome open source libraries that wi
* [CML](https://github.com/iterative/cml) ![](https://img.shields.io/github/stars/iterative/cml.svg?style=social) - Continuous Machine Learning (CML) is an open-source library for implementing continuous integration & delivery (CI/CD) in machine learning projects.
* [Determined](https://github.com/determined-ai/determined) ![](https://img.shields.io/github/stars/determined-ai/determined.svg?style=social) - Deep learning training platform with integrated support for distributed training, hyperparameter tuning, and model management (supports Tensorflow and Pytorch).
* [envd](https://github.com/tensorchord/envd) ![](https://img.shields.io/github/stars/tensorchord/envd.svg?style=social) - Machine learning development environment for data science and AI/ML engineering teams.
* [Fabrik](https://github.com/Cloud-CV/Fabrik) ![](https://img.shields.io/github/stars/Cloud-CV/Fabrik.svg?style=social) - Fabrik is an online collaborative platform to build, visualize and train deep learning models via a simple drag-and-drop interface.
* [Hopsworks](https://github.com/logicalclocks/hopsworks) ![](https://img.shields.io/github/stars/logicalclocks/hopsworks.svg?style=social) - Hopsworks is a data-intensive platform for the design and operation of machine learning pipelines that includes a Feature Store - [(Video)](https://www.youtube.com/watch?v=v1DrnY8caVU).
* [Kubeflow](https://github.com/kubeflow/kubeflow) ![](https://img.shields.io/github/stars/kubeflow/kubeflow.svg?style=social) - A cloud native platform for machine learning based on Google’s internal machine learning pipelines.
* [MLeap](https://github.com/combust/mleap) ![](https://img.shields.io/github/stars/combust/mleap.svg?style=social) - Standardisation of pipeline and model serialization for Spark, Tensorflow and sklearn.
* [Nanotron](https://github.com/huggingface/nanotron) ![](https://img.shields.io/github/stars/huggingface/nanotron.svg?style=social) - Nanotron provides distributed primitives to train a variety of models efficiently using 3D parallelism.
* [Nos](https://github.com/nebuly-ai/nos) ![](https://img.shields.io/github/stars/nebuly-ai/nos.svg?style=social) - `nos` is an open-source platform to efficiently run AI workloads on Kubernetes, increasing GPU utilization and reducing infrastructure and operational costs.
* [NVIDIA TensorRT](https://github.com/NVIDIA/TensorRT) ![](https://img.shields.io/github/stars/NVIDIA/TensorRT.svg?style=social) - TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.
* [Onepanel](https://github.com/onepanelio/core) ![](https://img.shields.io/github/stars/onepanelio/core?style=social) - Production scale vision AI platform, with fully integrated components for model building, automated labeling, data processing and model training pipelines.
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