How much VRAM do open LLMs really need? Real GGUF sizes for 35 models (October 2026)

Weights from the actual GGUF files, the context cache from each model's architecture, and the smallest card that holds it — Qwen3.8, Gemma 4, GPT-OSS, DeepSeek, Llama and more.