| quant | needs | speed |
|---|---|---|
| ✓ Q8_0 | 8.8 GB | ~90–150 tok/s (very fast) |
| ✓ Q6_K | 7.1 GB | ~110–180 tok/s (very fast) |
| ✓ Q5_K_M | 6.3 GB | ~120–210 tok/s (very fast) |
| ✓ Q4_K_M | 5.6 GB | ~140–240 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 5090: DeepSeek-R1 (distill) · Qwen2.5 · Qwen3 · Llama 3.1 · Gemma 3
Best models for a NVIDIA GeForce RTX 5090 · 32GB VRAM →
These share Falcon3 7B's KV-cache geometry — they size memory the same way, so here's how they fit on a NVIDIA GeForce RTX 5090 · 32GB VRAM too:
| model | shares | verdict here |
|---|---|---|
| Gemma 2 | 4kv/256hd | ✅ Runs comfortably |
Check any combo yourself: open the checker →