HS
HardwareStack

Can I run Qwen3 235B-A22B locally?

Not on a single consumer GPU. Even at Q4 with 8K context, Qwen3 235B-A22B needs about 135 GB. That takes several GPUs, a workstation card, or a machine with a lot of fast system RAM, where it runs slowly.

Memory needed by compression and context length

Compression4K context8K context32K context
Q4
The most common download. Small quality loss.
134 GB135 GB140 GB
Q5
Very close to full quality.
157 GB158 GB163 GB
Q8
Practically indistinguishable from FP16 at about half the size.
234 GB235 GB240 GB
FP16
Uncompressed. Reference quality, largest size.
440 GB440 GB445 GB

Total memory: model weights, context (KV cache) and about 1 GB of runtime overhead. To run entirely on the GPU, VRAM must be about 5% larger than this.

GPUs that run Qwen3 235B-A22B entirely on the GPU

None of the GPUs in our database has the 143 GB of VRAM it needs at Q4.

Model facts

Parameters
235.1B (22B active, mixture-of-experts)
Max context
32K tokens
License
Apache 2.0
Released
Apr 2025
View on Hugging Face

Check it with your hardware

Change the compression, context length and system RAM in the calculator.

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