Can Gaudi 3 128GB run Mixtral-8x7B-Instruct-v0.1?

Intel · 128 GB HBM2e · 3276 GB/s bandwidth · Mistral · 46.7B (active 12.9B) · MoE · model ctx up to 32K

Yes — the Gaudi 3 128GB (128 GB HBM2e) can run Mixtral-8x7B-Instruct-v0.1. At Q4 with the default 8K context it needs ≈ 29.27 GB VRAM (weights 25.69 GB + KV cache 2.58 GB + 1 GB runtime overhead), which fits within 128 GB. Decode at Q4/8K: ≈ 161.6 tok/s (estimated, batch 1). FP16 (≈ 96.98 GB) also fits, at ≈ 44.4 tok/s (estimated). Estimates come from memory-bandwidth math; rows tagged measured override estimates. Relative ranking is more reliable than absolute tok/s. Methodology.

Fit & speed by quant and context

Quant	Context	VRAM needed	Fits?	tok/s (decode)
Q4	4K	27.98 GB	Yes	161.6 est.
Q4	8K default	29.27 GB	Yes	161.6 est.
Q4	32K	37.01 GB	Yes	161.6 est.
FP16	4K	95.69 GB	Yes	44.4 est.
FP16	8K default	96.98 GB	Yes	44.4 est.
FP16	32K	104.72 GB	Yes	44.4 est.

Fits = weights + KV(ctx) + 1 GB overhead ≤ 95% of VRAM. Measured anchors are context-agnostic; the fit verdict is recomputed per context. A missing tok/s means the model is far beyond this card (offload-only territory).

VRAM breakdown at 8K context

Quant	Weights	KV cache	Overhead	Total needed	Gaudi 3 128GB VRAM
Q4	25.69 GB	2.58 GB	1 GB	29.27 GB	128 GB
FP16	93.4 GB	2.58 GB	1 GB	96.98 GB	128 GB

Other GPUs that run Mixtral-8x7B-Instruct-v0.1

• B200 192GB SXM — ≈394.6 tok/s Q4 est.
• MI300X 192GB — ≈261.5 tok/s Q4 est.
• H200 141GB SXM5 — ≈236.8 tok/s Q4 est.
• H100 80GB SXM5 — ≈165.3 tok/s Q4 est.
• A100 80GB SXM4 — ≈100.6 tok/s Q4 est.
• RTX 5090 32GB — ≈88.4 tok/s Q4 est.
• RTX 6000 Ada 48GB — ≈47.4 tok/s Q4 est.
• L40S 48GB — ≈42.6 tok/s Q4 est.

All GPUs for Mixtral-8x7B-Instruct-v0.1 →

Other models for the Gaudi 3 128GB

• Qwen3-0.6B — ≈2605.9 tok/s Q4 est.
• gemma-3-1b-it — ≈2084.7 tok/s Q4 est.
• Llama-3.2-1B-Instruct — ≈1737.3 tok/s Q4 est.
• Qwen3-1.7B — ≈1042.4 tok/s Q4 est.
• Qwen3-30B-A3B — ≈694.9 tok/s Q4 est.
• Qwen3-Coder-30B-A3B-Instruct — ≈694.9 tok/s Q4 est.
• GLM-4.7-Flash — ≈694.9 tok/s Q4 est.
• Qwen3-30B-A3B-Instruct-2507 — ≈694.9 tok/s Q4 est.

All models on the Gaudi 3 128GB →