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AMD Radeon Pro W7900~28 tok/s (Q4)

NousResearch/Hermes-3-Llama-3.1-70B speed on AMD Radeon Pro W7900

Quantization-specific throughput and VRAM requirements for NousResearch/Hermes-3-Llama-3.1-70B running on AMD Radeon Pro W7900.

Speed Snapshot

Topline estimate from compatibility data

ModelNousResearch/Hermes-3-Llama-3.1-70B

GPUAMD Radeon Pro W7900

Q4 speed28 tok/s

Q4 VRAM required34GB

Data Source

Calculation and benchmark status

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.

Quantization Speed Table

Quantization	VRAM needed	VRAM available	Speed	Verdict
Q4	34GB	48GB	28 tok/s	✅ Fits
Q8	69GB	48GB	22 tok/s	❌ Not recommended
FP16	138GB	48GB	11 tok/s	❌ Not recommended