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Perform Brain Surgery On Your Models
Prune Models & Give Them Amnesia
GiiLD invented lossless pruning
Stabilize Your Model
We fix models that aren’t living up to their potential. Using our patented weights analysis we will fix two types of models:
Unstable Model
Are you getting NaN errors? Is your loss curve erratic? Are a majority of your model weights changing in later epochs? We will help you stabilize your model so that it can be pruned.
Stable but Underperforming
Stable models can be made smaller and more accurate without experiencing any loss. You do not need more data, more layers, more energy and more money.
Give Your Model Amnesia
Make your model forget data without retraining.
Does your model need amnesia?
Are private data leaks a concern?
Are copyright issues a concern?
Have you met GDPR standards?
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