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AutoTrust AIModel

JEV-35B-NVFP4

JEV-35B-NVFP4 is an NVFP4 version of AutoTrust AI’s System 1 decision model, with its routed experts in NVFP4. It supports the same serve.sh and API as JEV-35B and is described as requiring less GPU memory than the bf16 version.

What it does

Use it to make ranked or choice-based decisions from text and images, including recommendations, classification, and tool selection.

Availability
Hugging Face model repository
Pricing model
Not established
Deployment
serve.sh (vLLM), one B200 in reported tests
Privacy
Not established
Licence
Apache-2.0
Capability
analysisrerankingautomation
Modality
textimagemultimodal
Access
open weightsAPI
Deployment
on-premises
Pricing
unknown
Target user
developerenterpriseresearcher

Evidence

5 claims
  • The model is available as an independent open-weights release from AutoTrust AI.
  • It makes decisions with up to 256 options in one pass.
  • The announcement reports a public Decision Index 0.3 score of 59.73.
  • The announcement reports an approximate public vision score of 71.94 from the authors' rebuild.
  • The reported tests use the model's serve.sh with vLLM on one B200.

Sources

1
1
Hugging FaceOwner-controlled
https://huggingface.co/autotrust/JEV-35B Retrieved 2026-10-28 00:51 UTC
Verified

Versions

5
VersionEffectiveChangeChanged fieldsState
52026-10-15 12:29 UTCevidence updatescoreCurrent
42026-10-14 13:19 UTCmaterial changecapability, modality, availability, deploymentCurrent
32026-10-13 14:10 UTCmaterial changecapability, availability, deploymentCurrent
22026-10-12 15:08 UTCmaterial changecapability, availability, deploymentCurrent
12026-10-11 15:58 UTCpublicationNoneCurrent

In briefs

1

Open in the catalog

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