Can the AMD Radeon RX 7900 XTX run Qwen3 32B?

Radeon RX 7900 XTX × Qwen3 32B8K context
YesRuns fully on the GPU
Memory at Q4_K_M22.6 GB of 24 GB
Weights 19.9 GBKV cache 2.1 GBRuntime 0.6 GB
QuantQ4_K_MGood, most popular
Memory22.6 GBof 24 GB usable
Speed~29tokens 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

Yes. The AMD Radeon RX 7900 XTX can run Qwen3 32B fully in VRAM at Q4_K_M (good, most popular), using about 22.6 GB of the 24 GB available, at roughly 29 tokens/second.

Run it with Ollama

With Ollama installed, one command downloads and starts Qwen3 32B:

ollama run qwen3:32b

Ollama's default download is Q4_K_M (about 22.6 GB here). That is also the best quant that fits.

New to this? Step-by-step setup for the Radeon RX 7900 XTX

Run it in the cloud

No AMD Radeon RX 7900 XTX? Run Qwen3 32B in the cloud.

Rent a cloud GPU by the hour. No upfront cost, stop any time.

Memory needed by quantization

At 8,192 tokens of context. The black line marks the 24 GB the AMD Radeon RX 7900 XTX can use.

QuantQualityMemoryFits?Speed
FP16Full quality68.3 GBToo big—
Q8_0Near-lossless37.6 GBToo big—
Q6_KExcellent29.6 GBToo big—
Q5_K_MVery good26.1 GBToo big—
Q4_K_MGood, most popular22.6 GBFits~29 tok/s
Q3_K_MNoticeably degraded18.8 GBFits~36 tok/s
Q2_KHeavily degraded15 GBFits~47 tok/s

Frequently asked questions

Can AMD Radeon RX 7900 XTX run Qwen3 32B?

Yes. The AMD Radeon RX 7900 XTX can run Qwen3 32B fully in VRAM at Q4_K_M (good, most popular), using about 22.6 GB of the 24 GB available, at roughly 29 tokens/second.

How much VRAM does Qwen3 32B need?

About 22.6 GB at Q4_K_M with 8,192 tokens of context, and about 68.3 GB at full FP16 precision.

How fast is Qwen3 32B on the AMD Radeon RX 7900 XTX?

Roughly 29 tokens per second at Q4_K_M, estimated from the AMD Radeon RX 7900 XTX's 960 GB/s memory bandwidth.