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LFM2.5-VL-3B

Vision on a laptop or NPU: ~3.3GB memory and 228 tok/s on an M5 Max, at the cost of a comparatively short 32K window.

Open weights · Community or custom license · Data checked September 6, 2026 · Not a hands-on evaluation

Model ID LiquidAI/LFM2.5-VL-3B

Parameters
3.1B3.1B (LFM2.5-2.6B backbone + SigLIP2 NaFlex 400M)
Architecture
Not recorded
Context window
32,768 tokensMaximum input
Max output
Not recordedPer response
Input price
Not published
Output price
Not published
Cached input
Not published
Blended price
Not available3:1 input to output
Knowledge cutoff
Not recorded
Released
2026-08-12
Status
ga
Size band
Up to 4B

License and openness

LFM2.5-VL-3B is released under the lfm1.0. This is a community or custom license with its own conditions, which can include acceptable-use rules, user thresholds or naming requirements. Read it before commercial use. License terms can change between versions; confirm the text published with the weights you download.

Capabilities

Input modalitiestext, image
Output modalitiestext

Cost at list price

InputNot published
OutputNot published
Cached inputNot published
Blended, 3:1Not available

The provider publishes no per-token price for this model. Any price you see elsewhere belongs to a third-party host, and running the weights yourself has hardware costs instead.

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Sources

Sources checked September 6, 2026. Specifications and prices change without notice; confirm against the provider before you commit.

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