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Add training orchestration tool #307

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merged 2 commits into from Jan 29, 2023

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zhimin-z
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@zhimin-z zhimin-z commented Jan 8, 2023

Add Nebullvm, and remove one of its specific components - Speedster.

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This file was recently changed via https://github.com/EthicalML/awesome-production-machine-learning/pull/305/files by @emilecourthoud , I suggest getting further alignment via an issue (or thought discussion on this PR to align on whether we would keep it as NevuLLM vs Speedster, are there any strong opinions? I will close for the time being but based on decision we can reopen

@axsaucedo axsaucedo closed this Jan 15, 2023
@zhimin-z zhimin-z mentioned this pull request Jan 17, 2023
@axsaucedo axsaucedo reopened this Jan 17, 2023
@@ -418,7 +418,7 @@ This repository contains a curated list of awesome open source libraries that wi
* [H2O-3](https://github.com/h2oai/h2o-3) ![](https://img.shields.io/github/stars/h2oai/h2o-3.svg?style=social) - Fast scalable Machine Learning platform for smarter applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc..
* [Jax](https://github.com/google/jax) ![](https://img.shields.io/github/stars/google/jax.svg?style=social) - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more.
* [Modin](https://github.com/modin-project/modin) ![](https://img.shields.io/github/stars/modin-project/modin.svg?style=social) - Speed up your Pandas workflows by changing a single line of code.
* [Speedster](https://github.com/nebuly-ai/nebullvm/tree/main/apps/accelerate/speedster) ![](https://img.shields.io/github/stars/nebuly-ai/nebullvm.svg?style=social) - Automatically apply SOTA optimization techniques to achieve the maximum inference speed-up on your hardware.
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Also, S-letter (Speedster) should not appear before N-letter (Numba), @axsaucedo what do you think?

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Yes that is correct, good catch

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I'm still not clear on why naming conventions are being switched back and fort but we can merge for now

@axsaucedo axsaucedo merged commit bf9ac54 into EthicalML:master Jan 29, 2023
@zhimin-z zhimin-z deleted the Add-optimization-tools branch November 12, 2023 18:05
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2 participants