DDoS Protection
Resources allocated to users are fully isolated to ensure data security. GPU Mart protects against DDoS from the edge fast while ensuring legitimate traffic of Nvidia GPU cloud server is not compromised.
Basic GPU Dedicated Server - RTX 4060
Basic GPU Dedicated Server - RTX 5060
Advanced GPU Dedicated Server - A4000
Advanced GPU Dedicated Server - A5000
Enterprise GPU Dedicated Server - A40
Enterprise GPU Dedicated Server - RTX 4090
Enterprise GPU Dedicated Server - A100
Multi-GPU Dedicated Server - 3xRTX A5000
Use Case Type | Recommended Servers | Description |
---|---|---|
Chatbot / LLM Inference API | RTX 4090 / A100 / A6000 / H100 | Ideal for deploying models like Vicuna, LLaMA, Mistral, GPTQ, Exllama, DeepSeek, etc. |
Fine-tuning / RAG Retrieval | A100 (80GB) / 2x A100 / 3x V100 / 4x A100 | For fine-tuning large models with small datasets, building embeddings, vector indexing, RAG tasks |
AI Video Generation & Imaging | RTX 5090 / RTX 4090 / RTX 3060 Ti / RTX 5060 | Run image/video generation models like Stable Diffusion XL, RunwayML, ControlNet, AnimateDiff |
Speech Recognition & Transcription | RTX 3060 Ti / RTX A4000 / RTX 2060 | Supports Whisper + VAD + audio separation models, suitable for real-time speech-to-text tasks |
Research / Educational Training | RTX A4000 / RTX 2060 / GTX 1650 / V100 | Ideal for classroom demos, academic training, and development/testing environments |
Multi-model / Multi-task Workloads | 3x V100 / 2x A100 / 4x A100 | Efficient for running concurrent inference sessions and distributed AI workloads |
Enterprise-Level AI Computing | RTX A6000 / RTX 4090 / A100 (80GB) / H100 | Built for large-scale LLMs, generative AI, GNNs, and video big data analytics |