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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 -
Resolve refs to commits so nothing serves a stale model or split
Cyprien +1: Claude Opus 5 (1M context)load(repo, 'main') was lru_cached on the literal 'main', pinning whichever commit was current at first use. Refs now resolve to a sha per call and the caches key on the sha. Same for the test split, which grew 46 -> 51 rows in two days. Reports name both commits, and a Timer refreshes the pickers. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>9668975
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Batch the evaluation so progress actually streams
Cyprien +1: Claude Opus 5 (1M context)The handler emitted one progress event then blocked in a single predict() over the whole split, so the UI froze. Inference now runs in batches and evaluation.run takes a track() wrapper; only handlers knows it is progress.tqdm. Batched output matches the single call to 6e-8. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>b64175d -
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