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AMD Instinct MI210~50 tok/s (Q4)

NousResearch/Hermes-3-Llama-3.1-70B speed on AMD Instinct MI210

Quantization-specific throughput and VRAM requirements for NousResearch/Hermes-3-Llama-3.1-70B running on AMD Instinct MI210.

Speed Snapshot

Topline estimate from compatibility data

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

GPUAMD Instinct MI210

Q4 speed50 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	64GB	50 tok/s	✅ Fits
Q8	69GB	64GB	33 tok/s	❌ Not recommended
FP16	138GB	64GB	18 tok/s	❌ Not recommended