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Can the AMD Radeon RX 7800 XT run Qwen3 0.6B?

Radeon RX 7800 XT × Qwen3 0.6B8K context
YesRuns fully on the GPU
Memory at FP163 GB of 16 GB
Weights 1.5 GBKV cache 0.9 GBRuntime 0.6 GB
QuantFP16Full quality
Speed~250tokens per second
Max context32Kthe model's full window
  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 7800 XT can run Qwen3 0.6B fully in VRAM at FP16 (full quality), using about 3 GB of the 16 GB available, at roughly 250 tokens/second.

Try other context lengths

Run it with Ollama

With Ollama installed, one command downloads and starts Qwen3 0.6B:

ollama run qwen3:0.6b

Ollama's default download is Q4_K_M (about 2 GB here). You have room for FP16, which is full quality: pick that GGUF in LM Studio or from Hugging Face.

New to this? Step-by-step setup for the Radeon RX 7800 XT

Run it in the cloud

No AMD Radeon RX 7800 XT? Run Qwen3 0.6B 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 16 GB the AMD Radeon RX 7800 XT can use.

QuantQualityMemoryFits?Speed
FP16Full quality3 GBFits~250 tok/s
Q8_0Near-lossless2.3 GBFits~470 tok/s
Q6_KExcellent2.2 GBFits~609 tok/s
Q5_K_MVery good2.1 GBFits~702 tok/s
Q4_K_MGood, most popular2 GBFits~823 tok/s
Q3_K_MNoticeably degraded1.9 GBFits~1021 tok/s
Q2_KHeavily degraded1.8 GBFits~1331 tok/s

Measured speed from real Radeon RX 7800 XT owners

Tokens per second that people measured on their own AMD Radeon RX 7800 XT, next to our estimate.

No one has measured Qwen3 0.6B on the AMD Radeon RX 7800 XT yet. The speeds above are estimates. Run the benchmark and yours becomes the first real number on this page.

Have a Radeon RX 7800 XT? Add your real speed

One command times Qwen3 0.6B 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 -- qwen3:0.6b

Windows (PowerShell)

$env:GPUFIT_MODEL="qwen3:0.6b"; irm https://gpufit.dev/bench.ps1 | iex

How the benchmark works

GPUs that run Qwen3 0.6B comfortably

Models that run well on the AMD Radeon RX 7800 XT

Frequently asked questions

Can AMD Radeon RX 7800 XT run Qwen3 0.6B?

Yes. The AMD Radeon RX 7800 XT can run Qwen3 0.6B fully in VRAM at FP16 (full quality), using about 3 GB of the 16 GB available, at roughly 250 tokens/second.

How much VRAM does Qwen3 0.6B need?

About 2 GB at Q4_K_M with 8,192 tokens of context, and about 3 GB at full FP16 precision.

How fast is Qwen3 0.6B on the AMD Radeon RX 7800 XT?

Roughly 250 tokens per second at FP16, estimated from the AMD Radeon RX 7800 XT's 624 GB/s memory bandwidth.