What this is, and how to read it
OpenModelAtlas turns the murky open-model waters into a navigable field guide. It is plain, calm, and exact: it tells you what a model is, and it is careful about the one thing a hash cannot tell you.
What OpenModelAtlas is
A navigable field guide over Ardora’s model atlas. Search any open model by name or paste a hash, and read its identity, provenance, lineage, and Ardora’s legible reading — quoted as it recorded it. It is the block-explorer view of the atlas: an address page for a model.
It answers exactly one question — what is this? — and it never answers is it safe? OpenModelAtlas is not a safety or security product. The safety question is a different question, and it belongs to Protora, one door away.
What a hash means
A revision sha or a safetensors fingerprint records the identity and integrity of a public artifact, captured on a stated date: the same file, unchanged, that Ardora read. When the fingerprint matches the snapshot, the bytes you are looking at are the bytes it read — nothing more, nothing less.
A hash is never a statement that a model is safe, certified, trusted, or clean. Integrity of an artifact and safety of a model are separate questions. A fingerprint speaks only to the first: this is the same file, captured on this date.
Every badge on this site is scoped in place — public artifact · hash matches snapshot · captured DATE — so a green checkmark can never be misread as a verdict on the model itself.
The reading, in legible terms
Where Ardora has read a model, OpenModelAtlas shows that reading in plain terms and quotes it verbatim. The vocabulary is small and fixed — capability and bearing only, never the mechanism of how the reading is made.
Character types
The dominant face a model tends to wear. One of thirteen, or an honest abstain when the read does not settle.
The seven disposition axes
Each axis reads one facet of how a model carries itself — its output and its bearing, and only that.
The five bands
Every axis is placed on one of five bands, from minimal to dominant.
The four honest stances
When a claim about a model is checked, the reading takes exactly one of four stances.
The reading is borne out — a claim about the model holds against what was read, shown with a witness.
The artifact reads against the claim — what was said and what was read do not agree.
At the coverage ceiling the two possibilities cannot be told apart. The honest answer is that the reading does not reach far enough to separate them.
Outside what it will assert, it declines rather than guesses. Every safety-shaped question — “uncensored”, “abliterated”, “safe” — lands here, and is sent to Protora’s door.
Abstains are shown as loudly as reads
An abstain is not a gap in the page — it is part of the reading. Where the atlas will not assert, it says so plainly and leaves the space marked, not smoothed over. And a model that has not been read shows no reading at all: only its identity and the mark below. Never a guess.
Coverage & ceilings
The reading is descriptive and coverage-bounded, and its ceilings are published alongside it. The atlas draws 60 models in for close reading, of which 58 are fully read, within a broader catalogue of 770 sighted. A sighted-but-unread model is catalogued for its identity — you will find it, and you will find it honestly marked as not yet read.
The readings are Ardora’s, quoted. Adoption figures and hashes are public HuggingFace data, sampled and dated. Nothing here is described as complete or guaranteed; where the reading stops, the page says where it stops.
The house
OpenModelAtlas is a Vulcora surface and an Ardora product. It sits beside its siblings, and each answers its own question about the same public model — the same identity, the same hash. They cross-link on that shared identity and never merge into a single verdict.
To start from a model instead, search the catalogue or paste a hash on the landing page.