21:24
2026-06-20
dev.to
large-language-models
I spent two weeks optimizing 96GB of VRAM for local LLMs. Paid APIs still won.
A developer spent two weeks optimizing a homelab with four RTX 3090s (96GB VRAM) for local LLM inference, achieving improvements like 40% throughput gain and 4x VRAM savings, but ultimately found that…