Deep Infra
Deep Infra is a versatile platform that simplifies deploying and managing machine learning models through an easy-to-use API and flexible pay-as-you-go pricing. It enables seamless model deployment with scalable, low-latency inference capabilities.
About Deep Infra
Deep Infra offers an affordable, scalable platform for deploying production-ready machine learning models. It supports various AI models such as text generation, speech recognition, and image synthesis, accessible via a straightforward API. Users can deploy custom large language models on dedicated GPUs, benefiting from low-latency inference and flexible pay-per-use pricing.
How to Use
Simply sign up on Deep Infra, install deepctl, select your preferred models, and utilize the REST API to integrate models into your applications seamlessly.
Features
- Rapid machine learning inference through an intuitive API
- Deploy custom large language models on dedicated GPUs
- Automatic scaling based on demand
- Flexible pay-as-you-go pricing model
- Robust, scalable infrastructure ready for production
- Supports diverse AI tasks including text, speech, and image processing
Use Cases
- Transcribing audio with Whisper for speech recognition
- Converting text to speech with models like Kokoro and Dia
- Generating images from text prompts using Stable Diffusion
- Hosting custom large language models on dedicated GPU hardware
- Running text generation with models such as Llama and Qwen
Best For
Pros
- Simple and efficient deployment process
- Access to dedicated GPUs for custom LLMs
- Supports a wide variety of AI models
- Cost-effective pay-per-use pricing structure
- Highly scalable infrastructure for production
- Low latency inference for real-time applications
Cons
- Limited to 200 concurrent requests per account
- Requires credit card or prepayment to access services
- Inference costs vary; some models charged per token or per second
- Usage tiers and billing thresholds in place