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About Automorphic

Automorphic provides a suite of solutions designed to enhance and secure language models. It enables users to infuse knowledge into models with as few as 10 samples, allowing for rapid customization without extensive retraining. The platform supports self-improving models, enabling continuous enhancement through iterative feedback. It also offers blazing-fast loading and stacking of fine-tuned adapters, reducing deployment delays. Compatible with the OpenAI API, it integrates seamlessly into existing workflows. Automorphic Hub allows users to share and access publicly available models. Additionally, Aegis, the platform’s firewall, detects and mitigates prompt injections, prompt and PII leakage, and toxic language, ensuring robust model security and reliability.

Key features

  • Infuse knowledge into language models with just 10 samples
  • Self-improving models for continuous enhancement
  • Blazing-fast loading and stacking of fine-tuned adapters
  • OpenAI API compatibility for easy integration
  • Automorphic Hub for sharing and accessing public models
  • Aegis firewall to detect prompt injections and toxic language
  • PII leakage detection and prevention
  • Support for fine-tuning and adapter stacking

Use cases

  • Customizing language models with minimal training data
  • Securing AI applications against prompt injections and toxic content
  • Deploying and managing fine-tuned adapters efficiently

Pros

  • Enables rapid customization of language models with minimal training data
  • Supports continuous self-improvement through iterative feedback
  • Offers fast loading and deployment of fine-tuned adapters
  • Provides robust security with prompt injection and PII leakage detection
  • Integrates seamlessly with existing workflows via OpenAI API compatibility

Cons

  • Limited public information due to private beta status
  • May require technical expertise for advanced customization
  • Security features may add complexity to model deployment

Frequently asked questions about Automorphic

What does Automorphic do?

Automorphic provides tools to enhance and secure language models, enabling rapid customization, continuous improvement, and robust security against prompt injections and data leaks.

Who is Automorphic for?

The platform is designed for developers, organizations, and teams working with language models who need to customize, secure, and deploy models efficiently.

How does Automorphic improve language models?

It allows users to infuse knowledge into models with minimal training data and supports self-improvement through iterative feedback loops.

Does Automorphic integrate with existing tools?

Yes, it is compatible with the OpenAI API, allowing seamless integration into existing workflows.

What security features does Automorphic offer?

The platform includes Aegis, a firewall that detects and mitigates prompt injections, prompt and PII leakage, and toxic language.

How can I get started with Automorphic?

Users can join the private beta by contacting the team via email at founders@automorphic.ai.

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