High-performance GPU backend
Run inference on enterprise NVIDIA GPUs optimized for fast response times and stable throughput.
Serverless Inferencing
Qubrid hosts and manages production-ready AI models on optimized GPU infrastructure.
What you get 
Production-grade serverless inference so your team can ship features instead of managing infrastructure.
TensorRT-optimized inference
Use optimized runtimes and compiled engines for higher throughput and lower serving cost.
Autoscaling infrastructure
Scale automatically from idle traffic to peak load without managing clusters or GPU capacity.
REST APIs + SDKs
Integrate quickly with REST APIs and familiar SDK patterns for production applications.
Production - Ready 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.
Multimodal Models
Run text, image, and mixed-input models through a unified inference interface.
Embedding models
Generate fast, reliable embeddings for semantic search, retrieval, and ranking.
Vision Models
Deploy computer vision inference pipelines for detection, classification, and analysis.
Video Generation Models
Power video generation and media pipelines with managed, on-demand GPU inference.
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's medical OCR and research parsing cut our document extraction time in half. We now have traceable pipelines and reproducible outputs that meet our compliance requirements."
Clinical AI Team
Research & Clinical Intelligence