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Liquid AIModel

d1-omni-600M

d1-omni-600M is a 587M-parameter decision model built on LFM2.5-Encoder-350M. It answers named questions about text, images, or speech in a single pass, returning typed answers without generating output tokens.

What it does

Use it for tasks such as routing, triage, moderation, classification, extraction checks, reranking, agent guardrails, and visual inspection.

Availability
Model available on Hugging Face with loading instructions
Pricing model
Not established
Deployment
587M parameters; described as edge-sized
Privacy
Not established
Licence
other
Capability
analysisextractionrerankingsafety
Modality
textimageaudiomultimodal
Access
open weights
Deployment
on-device
Pricing
unknown
Target user
developerresearcherenterprise

Evidence

5 claims
  • The model returns typed answers directly from its distribution over options, with zero output tokens. [1]
    answers with **zero output tokens**: every answer is read directly from the model's distribution over the
    Liquid AI. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • It supports text and images in a single forward pass. [1]
    - **Vision-language**: text and images (tiled for large frames, several images per state) in a single forward pass.
    Liquid AI. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • It supports text and up to 30 seconds of speech in a single forward pass. [1]
    - **Audio-language**: text and up to 30 s of speech in a single forward pass.
    Liquid AI. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The model can be loaded from LiquidAI/d1-omni-600M using Transformers with trust_remote_code=True. [1]
    The model ships its own code, so load it with `trust_remote_code=True`:
    Liquid AI. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The source says the model is not a chat model and does not write text. [1]
    It is not a chat model and does not write text.
    Liquid AI. Quoted text is outside CC BY 4.0 and keeps its original rights.

Sources

1
1
Liquid AIOwner-controlled
https://huggingface.co/LiquidAI/d1-omni-600M Retrieved 2026-10-29 00:08 UTC
Verified

Versions

2
VersionEffectiveChangeChanged fieldsState
22026-10-08 20:34 UTCmaterial changeaccess, availability, deploymentCurrent
12026-10-07 21:26 UTCpublicationNoneCurrent

In briefs

1

Open in the catalog

Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.