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audio model · whisper · Windows

Can I run Whisper small on 16GB RAM Laptop (CPU/iGPU only)?

Compatibility verdict memory check
Yes, it runsheavy offloading

Yes. Whisper small runs on 16GB RAM Laptop (CPU/iGPU only) at fp16 (whisper.cpp) (~0.85 GB of ~12 GB usable).

Needs ~0.85 GB Device usable ~12 GB

Runs at fp16 (whisper.cpp) using ~0.85 GB of ~12 GB usable.

Peak memory
~0.85 GB
Usable on device
~12 GB
Device memory
16 GB
Quant
fp16 (whisper.cpp)

How to run it

Use whisper.cpp or faster-whisper at fp16 (whisper.cpp). It is light enough to run on CPU; a GPU just makes it faster.

Model whisper
Type
Speech to text
Parameters
244M
Peak memory
~0.85 GB at fp16 (whisper.cpp)
License
MIT
Full Whisper small requirements →
Device Windows
Memory
16 GB ram
Usable for weights
~12 GB
Best runtime
Ollama (llama.cpp backend)
Best models for 16GB RAM Laptop (CPU/iGPU only) →

You could also run

Run Whisper small on other hardware

FAQ

Can 16GB RAM Laptop (CPU/iGPU only) run Whisper small?

Yes. Whisper small runs on 16GB RAM Laptop (CPU/iGPU only) at fp16 (whisper.cpp) (~0.85 GB of ~12 GB usable).

How much memory does Whisper small need?

16GB RAM Laptop (CPU/iGPU only) has room to spare. At fp16 (whisper.cpp) the realistic peak is ~0.85 GB of memory.

What do I use to run Whisper small locally?

Whisper small runs in whisper.cpp or faster-whisper (among others). It runs on CPU, so no GPU is required.

Sources

VRAM figures are sourced peak-usage anchors at the noted quant, validated 2026-06-15. See methodology.