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Compatibility Report

Gemma 4 E2B on NVIDIA RTX PRO 6000 Blackwell Max-Q

Yes — RTX PRO 6000 Blackwell Max-Q runs Gemma 4 E2B excellently at Q8_0 — 271 tok/s. 96 GB VRAM with plenty of headroom.

Model Size

5.1B

Device VRAM

96 GB

Bandwidth

1800 GB/s

Quantization

Q8_0

Benchmarks

Performance by Quantization

OwnRig currently has one published compatibility entry for Gemma 4 E2B on NVIDIA RTX PRO 6000 Blackwell Max-Q at Q8_0. This is the best supported pairing we can stand behind today.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
Q8_0271 tok/s50ms✓ YesExcellentestimated

Notes

Q8_0

5.1B model. Q8_0 4.97GB on 96GB discrete_gpu.

About Gemma 4 E2B

Gemma 4 E2B (5.1B) is a chat, coding model. Gemma 4's compact edge model. 5.1B total parameters with 2.3B effective via Per-Layer Embeddings. Supports text, image, audio, and video input. Runs on practically any dedicated GPU with 4 GB of VRAM or more. Successor to Gemma 3 4B with measurably better reasoning and multimodal capabilities. Apache 2.0 licensed.

View all Gemma 4 E2B hardware options →

About NVIDIA RTX PRO 6000 Blackwell Max-Q

NVIDIA RTX PRO 6000 Blackwell Max-Q has 96 GB at 1800 GB/s. Street price: $7,000.

See all models NVIDIA RTX PRO 6000 Blackwell Max-Q can run →

Estimate method: Estimated from model architecture, quantization size, and device bandwidth. Reference hardware source: huggingface.co (2026-04-04)

Performance varies by driver version, inference engine, quantization method, context length, and system configuration. Figures shown are estimates based on community benchmarks and may not reflect your exact setup. Product names are trademarks of their respective owners. OwnRig is independent and not affiliated with any hardware or AI model provider.