Compress · Software & SaaS
Datasets and checkpoints that fit the budget.
Training sets of images, audio, video and text run to petabytes, and every run writes checkpoints that add up fast. Compress shrinks datasets within bounds that don’t move your metrics, and checkpoints losslessly, so data loads faster and more runs fit in storage.
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Faster data loading
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More checkpoints kept
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Bounds that don’t move your metrics
What it compresses.
- Image, audio and video datasets
- Model checkpoints and weights
- Embeddings and feature stores
Features used
The parts of Compress that do the work.
Industries
Other industries.
We’ll cover
- Compress run on a sample of your data
- Size, speed and error compared with what you use now
- Fitting it into your pipeline
- Deployment: cloud, on-premises or edge