Can I run this LLM?
Can a AMD Instinct MI300X (192GB) run Llama 3.1 8B?
Llama · Llama 3.1 Community · estimated for a 192.0 GB machine at 4K context.
Yes — it runs great.
Best fit: Llama 3.1 8B at Q8_0 · 8.5 GB · 198–297 tok/s on a AMD Instinct MI300X (192GB).
Every quantization on this machine
| Quant | Size | Speed | Fit |
|---|---|---|---|
| Q2_K | 3.2 GB | 272–408 tok/s | Runs great |
| Q3_K_M | 4.0 GB | 257–386 tok/s | Runs great |
| Q4_K_M | 4.9 GB | 243–364 tok/s | Runs great |
| Q5_K_M | 5.7 GB | 231–347 tok/s | Runs great |
| Q6_K | 6.6 GB | 220–330 tok/s | Runs great |
| Q8_0 | 8.5 GB | 198–297 tok/s | Runs great |
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