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audio model · LFM · Windows

Can I run LFM3 Audio 2B on Nvidia GeForce RTX 4080 (16GB)?

Compatibility verdict memory check
Yes, it runs fast on this GPU

Yes. LFM3 Audio 2B runs on Nvidia GeForce RTX 4080 (16GB) at Q8_0, audio.cpp ASR (~4.61 GB of ~15 GB usable).

Needs ~4.61 GB Device usable ~15 GB

Runs at Q8_0, audio.cpp ASR using ~4.61 GB of ~15 GB usable.

Peak memory
~4.61 GB
Usable on device
~15 GB
Device memory
16 GB
Quant
Q8_0, audio.cpp ASR
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How to run it

Use audio.cpp (experimental) at Q8_0, audio.cpp ASR. It loads as a single model and runs on a GPU.

Model LFM
Type
Speech recognition
Parameters
2B
Peak memory
~4.61 GB at Q8_0, audio.cpp ASR
License
LFM Open License v1.0
Full LFM3 Audio 2B requirements →
Device Windows
Memory
16 GB vram
Usable for weights
~15 GB
Power draw
~320 W
Best runtime
vLLM (Linux) / Ollama (CUDA)
Best models for Nvidia GeForce RTX 4080 (16GB) →

You could also run

Run LFM3 Audio 2B on other hardware

FAQ

Can Nvidia GeForce RTX 4080 (16GB) run LFM3 Audio 2B?

Yes. LFM3 Audio 2B runs on Nvidia GeForce RTX 4080 (16GB) at Q8_0, audio.cpp ASR (~4.61 GB of ~15 GB usable).

How much memory does LFM3 Audio 2B need?

Nvidia GeForce RTX 4080 (16GB) has room to spare. At Q8_0, audio.cpp ASR the realistic peak is ~4.61 GB of memory.

What do I use to run LFM3 Audio 2B locally?

LFM3 Audio 2B runs in audio.cpp (experimental). It needs a GPU.

Sources

VRAM figures are sourced peak-usage anchors at the noted quant; catalog updated 2026-11-01. See methodology.