llamaperf

LFM3 2B Omni

on GTX 1050 4GB · Ollama · 32,768 ctx

Tone: mixed
Oct 30, 2026
Throughput
43.7 t/s gen
System RAM
8 GB
VRAM reported
4 GB

Use cases

vision

Summary

User reports LFM3 Omni 2B at 43.7 tok/s on a laptop GTX 1050 4GB. Setup is Ollama with a native 32K context, using 2,479 MiB of VRAM. User says the model is very fast and its image features are good, but its text responses are poor. Other models tried (Qwen 3.5, Qwen Coder, Nemotron 3 Nano, Bonsai 2, LFM2.5) are named without figures.