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This tutorial is an adaptation of the NumPy Tutorial from Tensorflow.org. To run this tutorial, I assume you already have access to the WAVE HPC with a user account and the ability to open a terminal ...

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Abstract: In this paper, a survey of the literature of the past 15 years involving machine learning (ML) algorithms applied to self-organizing cellular networks is performed. In order for future ...

Abstract: Intrusion detection is one of the important security problems in todays cyber world. A significant number of techniques have been developed which are based on machine learning approaches.

After training a LoRA adapter with Tinker, you typically want a **standalone model** you can deploy anywhere. This tutorial shows how to merge your LoRA adapter into the base model, producing a ...

Supervised fine-tuning teaches a model from example outputs. Reinforcement learning (RL) teaches from *rewards* -- the model generates its own outputs, and a reward function scores them. The model ...