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
Modality
Access
Deployment
Pricing
Target user
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| Version | Effective | Change | Changed fields | State |
|---|---|---|---|---|
| 2 | 2026-10-08 20:34 UTC | material change | access, availability, deployment | Current |
| 1 | 2026-10-07 21:26 UTC | publication | None | Current |
In briefs
1- Liquid AI’s decision models classify inputs without writing a response Daily brief 2026-10-07
Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.
