Rent a GPU

Can the NVIDIA RTX 3060 Ti run Qwen3 4B?

RTX 3060 Ti × Qwen3 4B8K context
YesRuns fully on the GPU
Memory at Q8_06.1 GB of 8 GB
Weights 4.3 GBKV cache 1.2 GBRuntime 0.6 GB
QuantQ8_0Near-lossless
Speed~63tokens per second
Max context20Ktokens that fit at Q8_0
  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 NVIDIA RTX 3060 Ti can run Qwen3 4B fully in VRAM at Q8_0 (near-lossless), using about 6.1 GB of the 8 GB available, at roughly 63 tokens/second.

Try other context lengths

Run it with Ollama

With Ollama installed, one command downloads and starts Qwen3 4B:

ollama run qwen3:4b

Ollama's default download is Q4_K_M (about 4.2 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 RTX 3060 Ti

Run it in the cloud

No NVIDIA RTX 3060 Ti? Run Qwen3 4B 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 8 GB the NVIDIA RTX 3060 Ti can use.

QuantQualityMemoryFits?Speed
FP16Full quality9.8 GBToo big—
Q8_0Near-lossless6.1 GBFits~63 tok/s
Q6_KExcellent5.1 GBFits~82 tok/s
Q5_K_MVery good4.7 GBFits~94 tok/s
Q4_K_MGood, most popular4.2 GBFits~110 tok/s
Q3_K_MNoticeably degraded3.8 GBFits~137 tok/s
Q2_KHeavily degraded3.3 GBFits~178 tok/s

Measured speed from real RTX 3060 Ti owners

Tokens per second that people measured on their own NVIDIA RTX 3060 Ti, next to our estimate.

No one has measured Qwen3 4B on the NVIDIA RTX 3060 Ti yet. The speeds above are estimates. Run the benchmark and yours becomes the first real number on this page.

Have an RTX 3060 Ti? Add your real speed

One command times Qwen3 4B 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 -- qwen3:4b

Windows (PowerShell)

$env:GPUFIT_MODEL="qwen3:4b"; irm https://gpufit.dev/bench.ps1 | iex

How the benchmark works

GPUs that run Qwen3 4B comfortably

Models that run well on the NVIDIA RTX 3060 Ti

Frequently asked questions

Can NVIDIA RTX 3060 Ti run Qwen3 4B?

Yes. The NVIDIA RTX 3060 Ti can run Qwen3 4B fully in VRAM at Q8_0 (near-lossless), using about 6.1 GB of the 8 GB available, at roughly 63 tokens/second.

How much VRAM does Qwen3 4B need?

About 4.2 GB at Q4_K_M with 8,192 tokens of context, and about 9.8 GB at full FP16 precision.

How fast is Qwen3 4B on the NVIDIA RTX 3060 Ti?

Roughly 63 tokens per second at Q8_0, estimated from the NVIDIA RTX 3060 Ti's 448 GB/s memory bandwidth.