AI & ML interests

Ainfera Inc. โ€” The AI-native model factory building Neptune. Agent-native open Core, bound by evidence.

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Ainfera

Ainfera

The AI-native model factory

Building Neptune โ€” agent-native open Core, bound by evidence

Website ยท X ยท LinkedIn ยท GitHub


Welcome to the official Hugging Face organization for Ainfera.

We are an AI-native model factory. Our product line is Neptune โ€” models native to the agent loop, not chat models wrapped in a prompt.

plan โ†’ tools โ†’ world โ†’ recover โ†’ complete

Proof before claim. Open Core verifies. Incomplete chain โ†’ hold.

Visit ainfera.ai to learn more.


Neptune

Line Role
Neptune-1.0-27B Open Core โ€” agent-class evidence
Neptune-1.0-27B-Q* Same-net edge quant โ€” compression of the 27B net

Weights publish here after sealed evaluation. No leaderboard claims without receipts.


Factory

Surface Intent
AI-native model factory Admit โ†’ pilot โ†’ train โ†’ seal โ†’ certificate โ†’ claim
Neptune open Core Public audit surface for agent-class work
Eval certificates ยท VAC/$ Preregistered held-out proof

A factory, not a marketplace. Rails distribute. Evidence defines us.


Philosophy

Loop, not monologue Quality is a finished agent episode
Proof before claim Receipts open the door
Open Core verifies Public Core is the audit surface
Refusal is a feature Incomplete chain โ†’ hold
Class, not cosmos Named size ยท device ยท harness envelope

Surfaces

models 0

None public yet

datasets 0

None public yet