Can the NVIDIA RTX 5080 run Qwen3 30B-A3B?

RTX 5080 × Qwen3 30B-A3B8K context
Yes, with heavy quantizationFits only at a low-quality quant
Memory at Q2_K12.8 GB of 16 GB
Weights 11.4 GBKV cache 0.8 GBRuntime 0.6 GB
QuantQ2_KHeavily degraded
Memory12.8 GBof 16 GB usable
Speed~465tokens per second
  1. FP16
  2. Q8_0
  3. Q6_K
  4. Q5_K_M
  5. Q4_K_M
  6. Q3_K_M
  7. Q2_K

Only just. Qwen3 30B-A3B fits on the NVIDIA RTX 5080 at Q2_K, which costs noticeable quality. Expect about 465 tokens/second. A card with more memory is a better experience.

Run it with Ollama

Ollama's default qwen3:30b download is Q4_K_M, which needs about 19.9 GB, more than the 16 GB available. Download the Q2_K GGUF instead (LM Studio lists quants per model), or try a smaller context length.

New to this? Step-by-step setup for the RTX 5080

Run it in the cloud

Want full quality? Run Qwen3 30B-A3B on a bigger rented GPU.

Rent a cloud GPU by the hour. No upfront cost, stop any time. Not sure whether to rent or buy? Compare the cost.

Memory needed by quantization

At 8,192 tokens of context. The black line marks the 16 GB the NVIDIA RTX 5080 can use.

QuantQualityMemoryFits?Speed
FP16Full quality62.4 GBToo big—
Q8_0Near-lossless33.8 GBToo big—
Q6_KExcellent26.4 GBToo big—
Q5_K_MVery good23.1 GBToo big—
Q4_K_MGood, most popular19.9 GBToo big—
Q3_K_MNoticeably degraded16.3 GBToo big—
Q2_KHeavily degraded12.8 GBFits~465 tok/s

Frequently asked questions

Can NVIDIA RTX 5080 run Qwen3 30B-A3B?

Only just. Qwen3 30B-A3B fits on the NVIDIA RTX 5080 at Q2_K, which costs noticeable quality. Expect about 465 tokens/second. A card with more memory is a better experience.

How much VRAM does Qwen3 30B-A3B need?

About 19.9 GB at Q4_K_M with 8,192 tokens of context, and about 62.4 GB at full FP16 precision.

How fast is Qwen3 30B-A3B on the NVIDIA RTX 5080?

Roughly 465 tokens per second at Q2_K, estimated from the NVIDIA RTX 5080's 960 GB/s memory bandwidth.