nathanhubens/fasterai

FasterAI: Prune and Distill your models with FastAI and PyTorch

Jupyter NotebookHTMLPythonJavaScriptOthercompressionpytorchpruningfastaiknowledge-distillation
This is stars and forks stats for /nathanhubens/fasterai repository. As of 25 Apr, 2024 this repository has 222 stars and 17 forks.

Fasterai Features • Installation • Tutorials • Community • Citing • License fasterai is a library created to make neural network smaller and faster. It essentially relies on common compression techniques for networks such as pruning, knowledge distillation, Lottery Ticket Hypothesis, ... The core feature of fasterai is its Sparsifying capabilities, constructed on 4 main modules: granularity, context, criteria, schedule. Each of these modules is highly customizable,...
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