Quantization-specific throughput and VRAM requirements for Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 running on AMD Instinct MI250X.
Speed values come from the compatibility dataset (`estimatedTokensPerSec`) and are sorted by quantization.
For full verdict logic and alternate GPUs, see the canonical compatibility page.
Open full compatibility report| Quantization | VRAM needed | VRAM available | Speed | Verdict |
|---|---|---|---|---|
| Q4 | 39GB | 128GB | 86 tok/s | ✅ Fits |
| Q8 | 78GB | 128GB | 68 tok/s | ✅ Fits |
| FP16 | 156GB | 128GB | 34 tok/s | ❌ Not recommended |