Can I Run Cosmos 3 on NVIDIA RTX 6000 Ada Generation?
Written by Jakub Rusinowski · Last updated July 21, 2026
Yes, comfortably — Cosmos 3 Nano at BF16 needs 34.2 GB at 8K context (32 GB weights + 2.2 GB KV cache/overhead), leaving ~13.8 GB of the NVIDIA RTX 6000 Ada Generation's 48 GB, at ~48 tok/s (est.).
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NVIDIA RTX 6000 Ada Generation Specs
| VRAM | 48 GB |
| Memory Bandwidth | 960 GB/s |
Cosmos 3 Nano on the NVIDIA RTX 6000 Ada Generation: VRAM by quantization
| Quant | VRAM needed | Fits 48 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 34.2 GB | ✓ Yes | 16K | — |
| Q8_0 | 19.2 GB | ✓ Yes | 16K | — |
| Q6_K | 15.4 GB | ✓ Yes | 16K | — |
| Q5_K_M | 13.6 GB | ✓ Yes | 16K | — |
| Q4_K_M | 11.9 GB | ✓ Yes | 16K | — |
| Q3_K_M | 9.1 GB | ✓ Yes | 16K | — |
| Q2_K | 7.5 GB | ✓ Yes | 16K | — |
Assumes an 8K-token context with an f16 KV cache, on an estimated architecture — this model publishes no config we can read. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 48 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.
Context costs VRAM too. At BF16 on the NVIDIA RTX 6000 Ada Generation: 8K 34.2 GB · 16K 35.7 GB. Every window this model publishes still fits 48 GB.
No compatible GPU? Cosmos 3 Nano on 16 GB of system RAM, CPU only: runs, but it is tight.
Cosmos 3 Sizes That Fit the NVIDIA RTX 6000 Ada Generation (at 8K context)
| Cosmos 3 Nano | BF16 · 34.2 GB at 8K context · ~48 tok/s (est.) |
| Cosmos 3 Edge | BF16 · 9.7 GB at 8K context · ~138 tok/s (est.) |
At 2 hrs/day, buying (~$6,799) beats renting at $0.55/hr after about 17.2 years.
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FAQ
Is the NVIDIA RTX 6000 Ada Generation enough to run Cosmos 3 locally?
Yes, comfortably — Cosmos 3 Nano at BF16 needs 34.2 GB at 8K context (32 GB weights + 2.2 GB KV cache/overhead), leaving ~13.8 GB of the NVIDIA RTX 6000 Ada Generation's 48 GB, at ~48 tok/s (est.).
What's the best Cosmos 3 size for the NVIDIA RTX 6000 Ada Generation?
Cosmos 3 Nano at BF16 quantization needs 34.2 GB at 8K context (32 GB weights + 2.2 GB KV cache/overhead), estimated ~48 tokens/sec.
Every Cosmos 3 size on the NVIDIA RTX 6000 Ada Generation
| Size | VRAM at 8K | Verdict | Speed |
|---|---|---|---|
| Cosmos 3 Super | 131.1 GB | Runs at Q4_K_M | — |
| Cosmos 3 Nano | 34.2 GB | Runs | ~48 tok/s |
| Cosmos 3 Edge | 9.7 GB | Runs | ~138 tok/s |
Cosmos 3 on Other GPUs
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VRAM Tier
Troubleshooting
Buying Guide
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