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What is dat1?
dat1 provides an advanced, serverless platform for hosting custom generative AI models, eliminating the need for users to manage hardware or scale infrastructure manually. The service facilitates cost-effective and efficient machine learning deployment, allowing customers to run models at scale with minimized operational overhead. With a focus on privacy and security, dat1 complies with leading data protection standards like GDPR and CCPA, ensuring customer data is safeguarded at all times.
By leveraging state-of-the-art GPU sharing, dat1 significantly reduces costs typically associated with GPU inference. The platform boasts low cold start times for large models and charges only for the seconds in which models process requests, with no charges for idle periods or timeouts. This approach enables enterprises and AI developers to deploy large generative models reliably, quickly, and at a fraction of traditional costs.
Features
- Serverless Model Hosting: Deploy AI models rapidly with zero hardware management.
- Efficient GPU Sharing: Reduces operational and hardware costs by dynamically allocating GPU resources across users.
- Pay-per-Second Billing: Charges only for actual inference time, with no fees for idle or startup periods.
- Low Cold Start Times: Rapidly initiates large models, with 15-20 second starts for models up to 70GB.
- Privacy & Security Compliance: Adheres to GDPR and CCPA standards and best cybersecurity practices.
Use Cases
- Deploying large language models for generative text applications.
- Hosting custom computer vision or multimodal AI models for enterprise solutions.
- Running inference on proprietary AI models without hardware or infrastructure management.
- Scaling AI model deployments dynamically without incurring high fixed GPU costs.
- Ensuring data privacy for sensitive machine learning applications.
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