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Put the interface in English, and timestamps in Paris time
Cyprien +1: Claude Opus 5 (1M context)Every label, tab, button, table header and status string is English now, plus the README and the Space card frontmatter that names it publicly. What stays French is the data: the sample transcript, the examples and the dataset are French because the callers are, and the model is trained on that -- an English placeholder would suggest an input the classifier never saw. The README says so once, so the mix is not read as an oversight. The confusion matrix headers and the "actual ..." row labels now derive from LABEL_NAMES instead of restating it, lowercased where they sit inside a phrase, so renaming a display name cannot leave a stale header behind. config.stamp converts to Europe/Paris and prints %Z, so the reader sees CEST or CET rather than having to know which applies -- a summer commit reads 15:13 CEST where it used to read 13:13 UTC. Naive input is treated as UTC, which is what the Hub sends. tzdata becomes a direct dependency: it already arrived transitively through pandas, so n…b42781c -
Default to the newest backbone and show when it was pushed
Cyprien +1: Claude Opus 5 (1M context)The startup model was repos[0] of an alphabetically sorted list, so the default never moved off breakdown-risk-granite-* however recently another backbone had trained. model_repos now returns {repo: last_modified}, keyed alphabetically so the dropdown stays scannable, and the initial value is max() over the timestamps. Revision default is unchanged, so the pair is "newest backbone @ its tip". A line under the pickers names that date and follows the selection, which makes the default legible -- and exposes the caveat that last_modified is repo-level, so a README push moves the default too. list_models sort is what makes the Hub populate last_modified at all, but newest() uses max() rather than trusting the response order, since hub 1.x dropped the direction argument. That API is also why the floor moves to huggingface-hub>=1: on 0.x the key was "lastModified" and descending order needed direction=-1. Resolved versions are untouched, hub stays at 1.25.1. Co-Authored-By: Claude Opus 5 …787b0b5
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Model and revision pickers, test-set evaluation tab, app/ package
Cyprien +1: Claude Opus 5 (1M context)Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>759bf41 -
Docker SDK + uv lockfile; load the SetFit pieces without setfit
Cyprien +1: Claude Opus 5 (1M context)gradio 6 requires transformers>=5, which setfit 1.1 cannot import. A SetFit model is a SentenceTransformer plus a pickled logistic head, so app.py loads those directly. Same 45/46 on the test split. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>d27824a