Get Started with Perforated

See whether Perforated can help your model learn more from the data you already have.

Current Process

Outcome

Contact

✓

Complete

A Perforated engineer will review your responses and reach out to discuss whether Perforated could improve your training workflow.

How are you training or fine-tuning models today?

Select all that apply.

PyTorch directly

Hugging Face Transformers / Trainer

PyTorch Lightning

DeepSpeed, FSDP, or another distributed training framework

Another PyTorch-based training stack

A non-PyTorch framework

We use hosted model APIs

Anything else we should know? (optional)

What outcome would be most valuable to you?

Select one.

Improve model accuracy

Reach the same accuracy with less labeled data

Reduce model size, latency, or inference cost without sacrificing accuracy

Reduce the time and expense of training

Something else / not sure yet

Anything else we should know? (optional)

Talk with a Perforated engineer

See whether Perforated could improve a model you are already training or fine-tuning.

Name *

Work email *

Anything else we should know? (optional)

Thank you!

We will be in touch soon to discuss how Perforated can help optimize your models.

What happens next?

A Perforated engineer will review your responses and reach out within 1-2 business days to discuss your training setup and whether Perforated is a good fit for your use case.

In the meantime

Check out our open source component on GitHub
Read our case studies and documentation
Learn more about our product and approach

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