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Patrick Dugan

AlephFunk

creativity

Models in Library1
Datasets in Library0
Models on Hugging Face15
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This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

Reported licenses: apache-2.0. Open a record to review its specific license and conditions.

Compare model specifications, source dates, and hardware estimates on the individual records. Publisher identity verification is separate from a model's quality, deployment readiness, or suitability for your work.

Models

LoRA adapters from the Small Jev experiments (Patrick Dugan, Red Team Gladiatorics). TypeSafe's Jev is described as a "System One" model: it returns a typed, calibrated decision over a pre-enumerated output space from a single query. These adapters give an open 4B base model a single-pass, option-scored readout of that kind. They are benchmarked against compact looped decoders, TRM skill gates, script/LDT/Control-Harness gates and a 1-bit 8B LLM. This is not Jev. Jev's weights and architecture are not public; nothing here measures Jev. published, because they contain held-out evaluation items of other projects. All adapters are LoRA r16 / alpha 32 on q/k/v/o, the DeltaNet projections…

Open weights apache-2.0 peft