mxbai-embed-large on AMD Radeon RX 7900 XTX · 24GB VRAM

✅ Runs comfortably — mxbai-embed-large 335M @ F16
mxbai-embed-large 335M at F16 needs ~1.9 GB (weights 638 MB + KV 768 MB + overhead 512 MB @ 8K ctx) of your 21.6 GB usable VRAM — plenty of headroom. Expect ~270–450 tok/s (very fast).
context @ F16: comfortable to 512
quantneedsspeed
✓ F161.9 GB~270–450 tok/s (very fast)
$runlocal install mxbai-embed-large
runlocal verdict card
download card share on x share on reddit drop it in your model-drop post
mxbai-embed-large: 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

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