ashwin.system60 fps

~/tools / vram-calculator

GPU VRAM calculator

The question every local-model experiment starts with: will it fit? This calculator does the real arithmetic — weights = parameters × bits, KV cache = 2 × layers × kv-dim × context × 2 bytes — and delivers a straight verdict per GPU, headroom included. No vibes, just bytes.

TOOL 04

Will it fit? — GPU VRAM calculator

the question every local-model run starts with
4.0 GB
model weights
1.07 GB
kv cache @ 8K ctx
5.6 GB
total (+10% overhead)
cardvramheadroomverdict
RTX 306012 GB+6.4 GBfits
RTX 4070 Ti16 GB+10.4 GBfits
RTX 3090 / 409024 GB+18.4 GBfits
A100 40G40 GB+34.4 GBfits
A100 80G / H10080 GB+74.4 GBfits
MacBook M-series 36G36 GB+30.4 GBfits
weights = params × bits/8 · KV cache = 2 × layers × kv_dim × ctx × 2 bytes · +10% runtime overhead. Green rows are cards that fit.
more

tools.siblings

careertime INFO boot: system online  0%