TinyLlama on Apple M2 Pro · 32GB

✅ Runs comfortably — TinyLlama 1.1B @ FP16
TinyLlama 1.1B at FP16 needs ~2.7 GB (weights 2.0 GB + KV 176 MB + overhead 512 MB @ 8K ctx) of your 18.4 GB usable (of 32.0 GB unified memory) — plenty of headroom. Expect ~50–85 tok/s (very fast).
context @ FP16: comfortable to 2K
quantneedsspeed
✓ FP162.7 GB~50–85 tok/s (very fast)
✓ Q8_01.8 GB~95–160 tok/s (very fast)
✓ Q4_K_M1.3 GB~170–280 tok/s (very fast)
$runlocal install tinyllama:1.1b
runlocal verdict card
download card share on x share on reddit drop it in your model-drop post
TinyLlama: 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) · Qwen2.5 · Qwen3 · Gemma 3 · Mistral Small 3

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