text-gen 397B params
nvidia/Qwen3.5-397B-A17B-NVFP4
nvidia/Qwen3.5-397B-A17B-NVFP4
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Hardware Recommendations
Three tiers based on VRAM requirements: minimum for basic inference, comfortable for longer contexts, headroom for future model sizes.
Minimum $7,999
Apple Mac Studio (M4 Max, 128GB)
128GB unified 85W TDP
Runs 397B at Q4_K_M quantization with 4K context.
Comfortable $7,999
Apple Mac Studio (M4 Max, 128GB)
128GB unified 85W TDP
Runs 397B at Q5_K_M quantization with 8K+ context.
VRAM Requirements
| Quantization | VRAM | Use case |
|---|---|---|
| Q4_K_M | 241 GB | Basic inference, 4K context |
| Q5_K_M | 300 GB | Good quality, 8K+ context |
| Q8 | 479 GB | Near-lossless, 16K+ context |
| FP16 | 955 GB | Full precision, max quality |
Formula: params × bytes_per_param × 1.2 overhead + 2 GB base. Actual requirements vary by framework and context length.