NVIDIA L40S on Koyeb

Overview

The NVIDIA L40S GPU, powered by the Ada Lovelace architecture, is the most versatile GPU for data centers. It’s designed to handle a wide range of AI, graphics, and video workloads, making it ideal for enterprises that need end-to-end acceleration across diverse applications.

With 48GB of GDDR6 memory, 864 GB/s memory bandwidth, and 568 fourth-generation Tensor Cores with Transformer Engine, the L40S is optimized for generative AI inference, small-model training, fine-tuning, and graphics-intensive tasks like rendering and video processing.

Best-Suited Workloads

Generative AI Inference: Run Stable Diffusion, SDXL, and other text-to-image models efficiently.
LLM Inference and Fine-Tuning: Deploy Llama 2–7B, 13B, and 70B models with optimized FP8 performance.
Small-Model Training: Ideal for fine-tuning models with moderate compute demands.
3D Graphics and Rendering: Accelerate NVIDIA Omniverse workloads, architectural visualization, and product design.
Video Streaming and Processing: Power video analytics, streaming pipelines, and AI-enhanced video generation.

Why Deploy on Koyeb?

Koyeb makes the L40S an affordable, scalable, and enterprise-ready option for a wide variety of AI and graphics use cases:

Flexible Deployment: Run both AI and graphics workloads without switching environments.
Cost-Effective Inference: Use the L40S to deploy generative AI models with lower costs than training-focused GPUs.
Data Center Reliability: 24/7 optimized operations with NVIDIA-certified hardware.
Rapid Scaling: Move from prototyping to production by instantly scaling across GPUs on Koyeb.

If you need a universal GPU for AI inference, fine-tuning, and graphics workloads, the L40S on Koyeb is the best balance of performance, versatility, and cost efficiency. To compare L40S performance to other available GPUs, view the GPU Benchmarks documentation