Serverless Inferencing

Qubrid hosts and manages production-ready AI models on optimized GPU infrastructure.

Serverless Inferencing

What you get Scribble

Production-grade serverless inference so your team can ship features instead of managing infrastructure.

LOW LATENCY

High-performance GPU backend

Run inference on enterprise NVIDIA GPUs optimized for fast response times and stable throughput.

OPTIMIZED

TensorRT-optimized inference

Use optimized runtimes and compiled engines for higher throughput and lower serving cost.

DYNAMIC

Autoscaling infrastructure

Scale automatically from idle traffic to peak load without managing clusters or GPU capacity.

READY

REST APIs + SDKs

Integrate quickly with REST APIs and familiar SDK patterns for production applications.

Production - Ready Scribble Model Categories

Use managed model categories optimized for real production workloads.

Large Language Models (LLMs)

Serve top open-source LLMs with scalable, low-latency inference APIs.

Large Language Models (LLMs)

Multimodal Models

Run text, image, and mixed-input models through a unified inference interface.

Multimodal Models

Embedding models

Generate fast, reliable embeddings for semantic search, retrieval, and ranking.

Embedding models

Vision Models

Deploy computer vision inference pipelines for detection, classification, and analysis.

Vision Models

Video Generation Models

Power video generation and media pipelines with managed, on-demand GPU inference.

Video Generation Models

Ideal for modern
development teams

Focus on product logic and user experience while Qubrid handles scaling, uptime, and GPU operations.

  • ✓ AI COPILOTS
  • ✓ RAG SYSTEMS
  • ✓ REAL-TIME APPS
  • ✓ CONTENT GENERATION
import requests
import json
from pprint import pprint

url = "https://platform.qubrid.com/api/v1/qubridai/multimodal/chat"
headers = {
  "Authorization": "Bearer {QUBRID_API_KEY}",
  "Content-Type": "application/json"
}

data = {
  "model": "qwen3-vl-30b-a3b-instruct",
  "messages": [
    {
      "role": "user",
      "content": [
        {
          "type": "text",
          "text": "What is in this image? Describe the main elements."
        }
      ]
    }
  ]
}

response = requests.post(url, headers=headers, json=data)
pprint(response.json())
            

Don't let your AI control you. Control your AI the Qubrid way!

Have questions? Want to Partner with us? Looking for larger deployments or custom fine-tuning? Let's collaborate on the right setup for your workloads.

"Qubrid AI reduced our document processing time by over 60% and significantly improved retrieval accuracy across our RAG workflows."

Enterprise AI Team

Document Intelligence Platform