Nomic Embed Text on AMD Radeon RX 7900 XTX · 24GB VRAM

✅ Runs comfortably — Nomic Embed Text 137M @ F16
Nomic Embed Text 137M at F16 needs ~1.0 GB (weights 261 MB + KV 288 MB + overhead 512 MB @ 8K ctx) of your 21.6 GB usable VRAM — plenty of headroom. Expect ~690–1150 tok/s (very fast).
context @ F16: comfortable to 8K
quantneedsspeed
✓ F161.0 GB~690–1150 tok/s (very fast)
✓ Q8_0939 MB~890–1480 tok/s (very fast)
$runlocal install nomic-embed-text
runlocal verdict card
download card share on x share on reddit drop it in your model-drop post
Nomic Embed Text: Runs comfortably
for your own README — links back here

Same model, other machines: Apple M1 · Apple M1 Pro · Apple M2 · Apple M3 Pro · Apple M2 Pro · Apple M4 Pro

Also runs on a AMD Radeon RX 7900 XTX: DeepSeek-R1 (distill) · Qwen3 · Qwen2.5 · Gemma 3 · Mistral Small 3

Best models for a AMD Radeon RX 7900 XTX · 24GB VRAM →

Check any combo yourself: open the checker →