| quant | needs | speed |
|---|---|---|
| ✓ Q8_0 | 12.3 GB | ~30–50 tok/s (fast) |
| ✓ Q6_K | 10.2 GB | ~40–65 tok/s (very fast) |
| ✓ Q5_K_M | 9.2 GB | ~45–75 tok/s (very fast) |
| ✓ Q4_K_M | 8.3 GB | ~50–85 tok/s (very fast) |
Same model, other machines: Apple M1 · Apple M1 Pro · Apple M2 · Apple M3 Pro · Apple M2 Pro · Apple M4 Pro
Also runs on a NVIDIA GeForce RTX 5080: DeepSeek-R1 (distill) · Qwen2.5 · Qwen3 · Gemma 4 · Gemma 3
Best models for a NVIDIA GeForce RTX 5080 · 16GB VRAM →
These share Gemma 2's KV-cache geometry — they size memory the same way, so here's how they fit on a NVIDIA GeForce RTX 5080 · 16GB VRAM too:
| model | shares | verdict here |
|---|---|---|
| Falcon3 7B | 4kv/256hd | ✅ Runs comfortably |
Check any combo yourself: open the checker →