Rent a GPU

Can the AMD Radeon RX 7900 XTX run Qwen3.8 27B?

Radeon RX 7900 XTX × Qwen3.8 27B8K context
YesRuns fully on the GPU
Memory at Q6_K23.9 GB of 24 GB
Weights 22.8 GBKV cache 0.5 GBRuntime 0.6 GB
QuantQ6_KExcellent
Speed~25tokens per second
Max context8Ktokens that fit at Q6_K
  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 Qwen3.8 27B fully in VRAM at Q6_K (excellent), using about 23.9 GB of the 24 GB available, at roughly 25 tokens/second.

Try other context lengths

Run it with Ollama

With Ollama installed, one command downloads and starts Qwen3.8 27B:

ollama run qwen3.8:27b

Ollama's default download is Q4_K_M (about 18 GB here). You have room for Q6_K, which is excellent: pick that GGUF in LM Studio or from Hugging Face.

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 Qwen3.8 27B in the cloud.

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

Rent a GPU on RunPodRent a GPU on Vast.ai

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 quality56.7 GBToo big—
Q8_0Near-lossless30.7 GBToo big—
Q6_KExcellent23.9 GBFits~25 tok/s
Q5_K_MVery good20.9 GBFits~29 tok/s
Q4_K_MGood, most popular18 GBFits~34 tok/s
Q3_K_MNoticeably degraded14.7 GBFits~42 tok/s
Q2_KHeavily degraded11.6 GBFits~55 tok/s

Measured speed from real Radeon RX 7900 XTX owners

Tokens per second that people measured on their own AMD Radeon RX 7900 XTX, next to our estimate.

No one has measured Qwen3.8 27B on the AMD Radeon RX 7900 XTX yet. The speeds above are estimates. Run the benchmark and yours becomes the first real number on this page.

Have a Radeon RX 7900 XTX? Add your real speed

One command times Qwen3.8 27B in your own Ollama, shows you exactly what it would send, and asks before sending anything. No sign-up, no personal data.

macOS and Linux

curl -fsSL https://gpufit.dev/bench.sh | sh -s -- qwen3.8:27b

Windows (PowerShell)

$env:GPUFIT_MODEL="qwen3.8:27b"; irm https://gpufit.dev/bench.ps1 | iex

How the benchmark works

GPUs that run Qwen3.8 27B comfortably

Models that run well on the AMD Radeon RX 7900 XTX

Frequently asked questions

Can AMD Radeon RX 7900 XTX run Qwen3.8 27B?

Yes. The AMD Radeon RX 7900 XTX can run Qwen3.8 27B fully in VRAM at Q6_K (excellent), using about 23.9 GB of the 24 GB available, at roughly 25 tokens/second.

How much VRAM does Qwen3.8 27B need?

About 18 GB at Q4_K_M with 8,192 tokens of context, and about 56.7 GB at full FP16 precision.

How fast is Qwen3.8 27B on the AMD Radeon RX 7900 XTX?

Roughly 25 tokens per second at Q6_K, estimated from the AMD Radeon RX 7900 XTX's 960 GB/s memory bandwidth.