Salad - GPU Cloud | 10k+ GPUs for Generative AI
updated 6mo ago
Salad - GPU Cloud | 10k+ GPUs for Generative AI
- Deploying a Generative AI model requires more than a VM with a GPU. It normally includes:
- Container Service : Most often Kubernetes to run LLM Serving solutions like Hugging Face Text Generation Inference or vLLM.
- Compute Resources : GPUs for running models, CPUs for management services
- Networking and DNS : Routing traffic to the appropriate servic
from Understanding the Cost of Generative AI Models in Production
Nicolay Gerold added
- AI-first infrastructure companies like Coreweave, Lambda Labs, Foundry, Replicate and Modal are unbundling the public clouds and providing what AI companies need most: plentiful GPUs at a reasonable cost, available on-demand and highly scalable, with a nice PaaS developer experience.
from Generative AI’s Act Two by Sonya Huang
Darren LI added
- Using GCP or AWS’s console like trying to sprint through molasses. AI is eating the software that ate the world, and specialized ML tools are growing with it.
from 2020 Startup Themes by Daniel Gross
sari added