NVIDIA RTX 6000 Ada Generation — Local LLM Performance & Compatibility

The workstation counterpart of the RTX 4090: same AD102 silicon with 48 GB ECC GDDR6, a 300W blower cooler that fits standard towers, and pro drivers. 48 GB runs Llama 3.3 70B at Q4 on a single card — the quietest path to 70B-class models in an office. Typical street price well below launch MSRP since the Blackwell generation arrived.

Technical Specifications

VRAM48 GB
Memory Bandwidth960 GB/s
TDP300 W
ArchitectureAda Lovelace AD102
Release Year2022
MSRP at Launch$6,799
Inference Speed (Llama 3.1 8B Q4_K_M)~150 tokens/sec
Inference Speed (Llama 3.3 70B Q4_K_M)~26 tokens/sec
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NVIDIA RTX 6000 Ada Generation 48GB
首发建议零售价:$6,799
2026年价格波动较大——请以当前商品页价格为准。
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LLMs Compatible with 48 GB VRAM

All models below run comfortably in 48 GB VRAM with Q4_K_M quantization.

Llama 467 GB VRAM (smallest variant — needs more VRAM or a lower quant) · Q4_K_M · ollama run llama4:scout
Llama 3.343 GB VRAM · Q2_K_XS (Tight) · ollama run llama3.3
Llama 3.1 Family6 GB VRAM · Q4_K_M · ollama run llama3.1
DeepSeek R120 GB VRAM · Q4_K_M · ollama run deepseek-r1:32b
Qwen 320 GB VRAM · Q4_K_M · ollama run qwen3:32b
Qwen 3.522 GB VRAM · Q4_K_M · ollama run qwen3.5:35b-a3b
Qwen 3.622 GB VRAM · Q4_K_M · ollama run qwen3.6:35b-a3b
Qwen 3.722 GB VRAM · Q4_K_M · qwen3-7

Best Use Cases

Quick Start with Ollama

Install Ollama then run the recommended model for this GPU:

ollama run llama3.3:70b

FAQ

Can the NVIDIA RTX 6000 Ada Generation run local LLMs?

Yes — the NVIDIA RTX 6000 Ada Generation has 48 GB VRAM and runs The workstation counterpart of the RTX 4090: same AD102 silicon with 48 GB ECC GDDR6, a 300W blower cooler that fits sta

How fast is the NVIDIA RTX 6000 Ada Generation for AI inference?

The NVIDIA RTX 6000 Ada Generation runs Llama 3.1 8B at ~150 tokens/sec with Q4_K_M quantization. For the 70B model it achieves ~26 tokens/sec.

What LLMs can I run on 48 GB VRAM?

With 48 GB you can run: Llama 4, Llama 3.3, Llama 3.1 Family, DeepSeek R1, Qwen 3. Use Ollama for the easiest setup: ollama run llama3.3:70b.

Can I Run It? — NVIDIA RTX 6000 Ada Generation

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