Open models and datasets
Eight repositories on Hugging Face: what is the purpose of each, what numbers confirm this, and what are its limitations?
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Deployment of 16 September 2026, snapshot 95043e5
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13 articles on this topic.
Eight repositories on Hugging Face: what is the purpose of each, what numbers confirm this, and what are its limitations?
A general tracker where a task is identified only by its UUID, because short numbers are recalculated, and a catalog of integrations that is read from a repository …
One team, its own repository, an isolated environment, and the data directory ~/.digit — what does the installer do, what does it need, and where does it put everything?
A rule in Russian is transformed into an FTS specification, compiled by a real compiler, and passes a fallacy detector; there are three outcomes, not two.
Three layers separate: measured speech style, a log of previous decisions with verbatim quotes, and a guess that is not stored anywhere and does not become public.
The core of the Digit documentation in Russian: three commands that are not found in any other documentation, and what you need to start with – installation, first …
The grand plan in broad strokes: what has already been accomplished, what is under construction, and what remains unresolved – without deadlines, because deadlines here …
Two Digit MCP servers – a deterministic catalog of utilities and a verification gateway over FTS – as Digitable Workbench integrations: what already works and what still …
What does the test mode catch, what does it not catch, and how much does the warranty cost in terms of failures — without any mitigating factors.
Method for measuring the tested mode: control up to optimization, independent held-out set, red-team, and confidence intervals — and what these numbers showed.
Three sources of content instead of generation, two modes with a ban on silent degradation, and a rejection that accepts code, not a model.
How to check a new business requirement for consistency with already accepted ones before writing code: interval arithmetic over rule conditions, constitution invariants …
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