Best GPU for Generative AI (LLMs + Images)
Full generative AI stack: text, image, multimodal
Minimum VRAM recommended: 48GB
Recommended GPUs
NVIDIA H100
80GB · HopperIdeal for production generative AI serving with mixed text and image workloads at scale.
NVIDIA A100
80GB · AmpereHandles combined LLM inference + Stable Diffusion pipelines in a single 80GB memory space.
NVIDIA L40S
48GB · AdaDesigned for generative AI inference with NVENC for video and FP8 for text generation.
Other Use Cases
Stable Diffusion
Image generation with Stable Diffusion XL and SD 3.0
LLM Training
Train large language models like LLaMA, Mistral
LLM Inference
Run inference on large language models
Fine-Tuning
Fine-tune models with LoRA, QLoRA
Video Rendering
3D rendering and video processing
Deep Learning
General deep learning research and training
Object Detection
Real-time object detection with YOLO, DINO
Speech Recognition
Whisper, ASR models and voice AI
Image Classification
Training and inference for classification models
NLP Research
Natural language processing experiments
Data Science & Analytics
RAPIDS, cuDF and GPU-accelerated analytics