GPUクラウドのユースケース
ワークロードに最適なGPUを見つける
Stable Diffusion
Image generation with Stable Diffusion XL and SD 3.0
RTX4090A100H100
Min VRAM: 24GB
LLM Training
Train large language models like LLaMA, Mistral
H100A100
Min VRAM: 80GB
LLM Inference
Run inference on large language models
A100H100A6000
Min VRAM: 48GB
Fine-Tuning
Fine-tune models with LoRA, QLoRA
RTX4090A100A6000
Min VRAM: 24GB
Video Rendering
3D rendering and video processing
RTX4090A6000RTX4080
Min VRAM: 16GB
Deep Learning
General deep learning research and training
A100H100V100
Min VRAM: 32GB
Object Detection
Real-time object detection with YOLO, DINO
RTX4090A100L40S
Min VRAM: 16GB
Speech Recognition
Whisper, ASR models and voice AI
RTX4090A6000RTX3090
Min VRAM: 8GB
Image Classification
Training and inference for classification models
RTX4090A100RTX4080
Min VRAM: 8GB
NLP Research
Natural language processing experiments
A100H100A6000
Min VRAM: 24GB
Data Science & Analytics
RAPIDS, cuDF and GPU-accelerated analytics
RTX4090A100V100
Min VRAM: 16GB
Generative AI (LLMs + Images)
Full generative AI stack: text, image, multimodal
H100A100L40S
Min VRAM: 48GB