What is Deep Infra?
Deep Infra is a powerful, self-serve machine learning platform that enables users to deploy and access state-of-the-art AI models through a simple REST API. The platform offers a comprehensive selection of models for text generation, image creation, speech recognition, and text-to-speech conversion.
Running on high-performance H100 and A100 GPUs, Deep Infra provides low-latency inference with automatic scaling capabilities. The platform features a transparent pay-per-use pricing model, eliminating the need for upfront costs or long-term commitments while ensuring optimal cost efficiency and performance.
Features
- Low Latency: Multi-region deployment with fast network connectivity
- Auto Scaling: Automatic infrastructure scaling based on demand
- Cost Effective: Pay-per-use pricing with no upfront costs
- Simple Integration: Easy-to-use REST API interface
- High Performance: Runs on H100 and A100 GPUs
- Multi-Model Support: Access to hundreds of popular ML models
- Usage-Based Billing: Per-token or execution time pricing
- Automatic Resource Management: No MLOps needed
Use Cases
- Language Model Inference
- Image Generation
- Speech Recognition
- Text-to-Speech Conversion
- Custom Model Deployment
- Production AI Applications
- Scalable API Services
- Enterprise AI Solutions
FAQs
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What types of GPUs does Deep Infra use?
Deep Infra uses Nvidia A100, H100, and H200 GPUs for inference operations. -
How is billing calculated?
Billing is based on either per-token usage for language models or execution time for other models like SDXL and Whisper. -
What is the concurrent request limit?
Each account is limited to 200 concurrent requests by default. Higher limits can be requested. -
How does the usage tier system work?
Users progress through usage tiers based on spending, with each tier having different invoicing thresholds ranging from $20 to $10,000.
