Falcon3 7B on Apple M2 Pro · 32GB

✅ Runs comfortably — Falcon3 7B @ Q8_0
Falcon3 7B 7B at Q8_0 needs ~8.8 GB (weights 7.4 GB + KV 896 MB + overhead 512 MB @ 8K ctx) of your 18.4 GB usable (of 32.0 GB unified memory) — plenty of headroom. Expect ~13–20 tok/s (usable).
context @ Q8_0: comfortable to 32K
quantneedsspeed
✓ Q8_08.8 GB~13–20 tok/s (usable)
✓ Q6_K7.1 GB~16–25 tok/s (fast)
✓ Q5_K_M6.3 GB~18–30 tok/s (fast)
✓ Q4_K_M5.6 GB~20–35 tok/s (fast)
$runlocal install falcon3:7b
runlocal verdict card
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Falcon3 7B: Runs comfortably
for your own README — links back here

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

Also runs on a Apple M2 Pro: DeepSeek-R1 (distill) · Mistral Small 3 · Qwen3 · Llama 3.1 · Qwen2.5

Best models for a Apple M2 Pro · 32GB →

Architecturally similar

These share Falcon3 7B's KV-cache geometry — they size memory the same way, so here's how they fit on a Apple M2 Pro · 32GB too:

modelsharesverdict here
Gemma 3 4kv/256hd ✅ Runs (tight)
Gemma 2 4kv/256hd ✅ Runs (tight)

Check any combo yourself: open the checker →