Deep Infra - Fast ML Inference, Simple API

Deep Infra Fast ML Inference, Simple API

Usage Based

#Machine Learning
#Serverless
#gpu computing
#Model Deployment
#API service
#Inference

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

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.