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AINNA LLM Server

High-performance inference server for Large Language Models. Cloud VPS with ultra-fast inference, low latency, and isolated environment for your data.

High Performance
Secure & Private
Scalable On Demand
Cost Optimized

๐Ÿš€ Powering 100 Agent AI AINNA System

Architecture

AINNA LLM Server Architecture

Four-layer architecture designed for high performance, flexibility, and reliability

API Layer

OpenAI Compatible

  • /v1/chat/completions
  • /v1/completions
  • /v1/embeddings
  • /v1/models

vLLM Engine

High-performance Inference

  • PagedAttention
  • Continuous Batching
  • Request Scheduling
  • KV Cache Management
  • Tensor Parallelism

Model Loader

Flexible & Efficient

  • Model Weights (HF Format)
  • Tokenizer
  • Config
  • LoRA / Adapters

Server Management

Monitor & Control

  • Model Registry
  • GPU Monitor
  • Metrics & Logging
  • Health Monitoring
Infrastructure

Cloud VPS Infrastructure

Enterprise-grade cloud infrastructure with NVIDIA GPUs and high-speed networking

GPU Instance

NVIDIA A10 / A100, RTX 4090 / L40S, V100 / T4

Storage

ESSD PL1/PL2/PL3 | High IOPS, Low Latency

Network

High Speed Private Network | VPC 10/25 Gbps

EIP

Elastic IP for Public Access

Security

Firewall & Access Control

Backup

Snapshot & Auto Backup

Specifications

Key Specifications

Flexible configurations to match your workload requirements

2 - 128
vCPU
AMD / Intel
1 - 8
GPU
NVIDIA Instances
4 - 1024
Memory (GB)
DDR4 / DDR5
40 - 32K
Storage IOPS
ESSD
99.95%
SLA
Availability
10/25
Network (Gbps)
VPC Private
Ubuntu
OS
22.04 LTS / CentOS / Debian
~$0.60
Price
USD / hour
Models

Supported Models

Wide range of open-source LLM models ready to deploy

Llama 3.1
8B / 70B
Mistral Large 2
13B
Mixtral 8x22B
MoE
Qwen2.5
7B / 14B / 32B / 72B
Yi-Large
34B
Gemma 2
9B / 27B
Phi-3.5
3.8B / 14B
Custom
GGUF / HF Models
Workflow

How It Works

From request to response in milliseconds

1

REQUEST

Agents send request via API

2

QUEUE & ROUTE

vLLM scheduler routes request

3

INFERENCE

GPU acceleration processes

4

RESPONSE

Result returned instantly

5

LOG & MONITOR

Conversation stored

6

ANALYTICS

Monitor usage & performance

Applications

Use Cases

Versatile infrastructure for diverse AI applications

AI Chat / Assistant

Conversational AI with low latency responses

RAG & Knowledge Base

Retrieval-augmented generation with embeddings

Automation / Workflow

Automated workflows and task processing

Data Analysis

Advanced analytics and insights generation

Multi-Agent System

Support 100+ AI agents simultaneously

Custom AI Applications

Build your own AI-powered solutions

Ready to Deploy Your LLM Server?

Get started with high-performance AI inference in minutes

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AINNA
AINNA Network