Zero-Setup Workload Stacks

1-Click AI Cloud GPU Templates & Ecosystem Directory

Skip CUDA driver hell and PyTorch compile errors. Launch pre-configured Docker containers for ComfyUI, vLLM, Ollama, and Unsloth with 1-click direct launch links.

IMAGE GENMin 16GB VRAM

ComfyUI & FLUX.1

Node-based generative AI workstation for FLUX.1 Dev, Schnell, and SDXL workflows

Optimal Hardware:
RTX 4090 (24GB)RTX 6000 Ada (48GB)A100 SXM (80GB)
Verified 1-Click Launchers:
LLM INFERENCEMin 24GB VRAM

vLLM High-Throughput Server

Production-grade, OpenAI-compatible LLM serving engine with PagedAttention

Optimal Hardware:
A100 SXM (80GB)H100 SXM5 (80GB)L40S (48GB)
Verified 1-Click Launchers:
Nebius AIFrom $1.85/h
Lambda LabsFrom $1.89/h
LOCAL AIMin 12GB VRAM

Ollama & Open-WebUI

Get up and running with DeepSeek, Llama, and Mistral in one command

Optimal Hardware:
RTX 3090 (24GB)RTX 4090 (24GB)L40S (48GB)
Verified 1-Click Launchers:
FINE TUNINGMin 24GB VRAM

Unsloth 5x Faster LoRA

Ultra-efficient LoRA / QLoRA fine-tuning for DeepSeek, Llama 3, and Qwen

Optimal Hardware:
RTX 4090 (24GB)A100 SXM (80GB)H100 (80GB)
Verified 1-Click Launchers:
TensorDockFrom $0.39/h
FINE TUNINGMin 16GB VRAM

Kohya_ss SDXL Trainer

Comprehensive web GUI for LoRA, Dreambooth, and checkpoint training

Optimal Hardware:
RTX 4090 (24GB)RTX 3090 (24GB)A100 (80GB)
Verified 1-Click Launchers:
LLM INFERENCEMin 24GB VRAM

SGLang Inference Engine

High-throughput serving engine for DeepSeek-V3 / R1 and multi-turn LLMs with RadixAttention

Optimal Hardware:
RTX 4090 (24GB)A100 SXM (80GB)8x H100 SXM (640GB)
Verified 1-Click Launchers:
Nebius AI StudioFrom $2.19/h
LOCAL AIMin 16GB VRAM

DeepSeek-R1 Private Pod

Zero-data-leakage enterprise reasoning environment for DeepSeek-R1 distilled & full models

Optimal Hardware:
RTX 4090 (24GB)L40S (48GB)A100 SXM (80GB)
Verified 1-Click Launchers:
AUDIOMin 12GB VRAM

Whisper-Live Realtime ASR

Sub-150ms real-time audio transcription server for AI voice agents and customer calling

Optimal Hardware:
RTX 3090 (24GB)RTX 4090 (24GB)L4 (24GB)
Verified 1-Click Launchers:
MassedComputeFrom $0.28/h
IMAGE GENMin 8GB VRAM

Fooocus SDXL Workstation

Midjourney-like prompt simplicity and offline SDXL image generation with zero configuration

Optimal Hardware:
RTX 3090 (24GB)RTX 4090 (24GB)
Verified 1-Click Launchers: