Rent a GPU

Can the Intel Arc A770 16GB run Qwen3 8B?

Intel Arc A770 16GB × Qwen3 8B8K context
YesRuns fully on the GPU
Memory at Q8_010.5 GB of 16 GB
Weights 8.7 GBKV cache 1.2 GBRuntime 0.6 GB
QuantQ8_0Near-lossless
Speed~39tokens 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 Intel Arc A770 16GB can run Qwen3 8B fully in VRAM at Q8_0 (near-lossless), using about 10.5 GB of the 16 GB available, at roughly 39 tokens/second.

Try other context lengths

Run it with Ollama

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

ollama run qwen3:8b

Ollama's default download is Q4_K_M (about 6.8 GB here). You have room for Q8_0, which is near-lossless: pick that GGUF in LM Studio or from Hugging Face.

New to this? Step-by-step setup for the Intel Arc A770 16GB

Run it in the cloud

No Intel Arc A770 16GB? Run Qwen3 8B 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 Intel Arc A770 16GB can use.

QuantQualityMemoryFits?Speed
FP16Full quality18.2 GBToo big—
Q8_0Near-lossless10.5 GBFits~39 tok/s
Q6_KExcellent8.5 GBFits~50 tok/s
Q5_K_MVery good7.6 GBFits~58 tok/s
Q4_K_MGood, most popular6.8 GBFits~68 tok/s
Q3_K_MNoticeably degraded5.8 GBFits~84 tok/s
Q2_KHeavily degraded4.9 GBFits~109 tok/s

Measured speed from real Intel Arc A770 16GB owners

Tokens per second that people measured on their own Intel Arc A770 16GB, next to our estimate.

No one has measured Qwen3 8B on the Intel Arc A770 16GB yet. The speeds above are estimates. Run the benchmark and yours becomes the first real number on this page.

Have an Intel Arc A770 16GB? Add your real speed

One command times Qwen3 8B 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 -- qwen3:8b

Windows (PowerShell)

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

How the benchmark works

GPUs that run Qwen3 8B comfortably

Models that run well on the Intel Arc A770 16GB

Frequently asked questions

Can Intel Arc A770 16GB run Qwen3 8B?

Yes. The Intel Arc A770 16GB can run Qwen3 8B fully in VRAM at Q8_0 (near-lossless), using about 10.5 GB of the 16 GB available, at roughly 39 tokens/second.

How much VRAM does Qwen3 8B need?

About 6.8 GB at Q4_K_M with 8,192 tokens of context, and about 18.2 GB at full FP16 precision.

How fast is Qwen3 8B on the Intel Arc A770 16GB?

Roughly 39 tokens per second at Q8_0, estimated from the Intel Arc A770 16GB's 560 GB/s memory bandwidth.