ronniross/

thermo-adaptive-pipeline

An eco-friendly pipeline for fine-tuning and inferencing transformer-based language models engineered to actively prevent hardware overheating.

	Part I - The Unsustainable Foundations of Modern Machine Learning Pipelines: Resource Intensity, Epistemic Extraction, and Ecological Externalities




	
	1. Introduction

Brute-force scaling of hardware-based higher computational intensity results in greater power consumption and heat generation… See the full description on the dataset page: https://huggingface.co/datasets/ronniross/thermo-adaptive-pipeline.