AINewsnow

Sizing VRAM for a Self-Hosted LLM: 7B to 70B on a Rented GPU Server

Most "will it fit" questions about self-hosted models get answered with a rule of thumb: two bytes per parameter, add some headroom, done. That rule tells you whether the weights load. It does not tell you whether the server survives fifty concurrent users with long prompts, which is the question t…

Read the full story at DEV Community — Machine Learning ↗

Timeline · 1 report

  1. 2026-10-27 18:29 · DEV Community — Machine Learning
    Sizing VRAM for a Self-Hosted LLM: 7B to 70B on a Rented GPU Server

More stories

  1. Apple Creator Studio update adds MotionVFX to Final Cut, and AI to everywhere — Engadget
  2. DeepMind unveils Genie 4 world model promising more realistic physics and humans — Ars Technica AI
  3. Introducing GPT-6.1 Terra — OpenAI News
  4. Meta announces $95B offering to fund AI — Semafor Technology
  5. Groundhog Day for AI agents: Prompt caching patterns for using OpenAI models on Amazon Bedrock — AWS Machine Learning Blog
  6. Microsoft to reportedly offer buyouts to 60,000 employees in latest cuts — The Guardian AI
  7. Anthropic's IPO filing shows soaring sales and steep losses — France 24 — Artificial Intelligence
  8. Can we trust LLMs to judge whether a research idea is novel? — Allen Institute for AI (Ai2)

Get the daily brief of stories like this at 6:30 every morning →