{"article_url":"https://newsverum.com/pt/news/hugging-face-tokenizers-proposes-bert-normalization-speedups-2026","block":{"description":{"ar":"تختلف المكاسب حسب اللغة وحجم الإدخال، وكانت التحسينات ما تزال قيد المراجعة.","de":"Die Zugewinne hängen von Sprache und Eingabelänge ab; die Änderung wurde noch geprüft.","en":"The reported gains vary by language and input size, and the optimization was still under review.","es":"Las mejoras varían según el idioma y el tamaño de entrada; los cambios seguían en revisión.","fr":"Les gains rapportés varient selon la langue et la taille des entrées; l’optimisation restait en examen.","pt":"Os ganhos variam conforme o idioma e o tamanho da entrada; as alterações ainda estavam em análise.","tr":"Ölçülen kazanımlar dile ve girdi uzunluğuna göre değişti; iyileştirme hâlâ inceleme aşamasındaydı."},"id":"announcement-record","items":[{"date":"2026-10-15","description":{"ar":"تختلف المكاسب حسب اللغة وحجم الإدخال، وكانت التحسينات ما تزال قيد المراجعة.","de":"Die Zugewinne hängen von Sprache und Eingabelänge ab; die Änderung wurde noch geprüft.","en":"The reported gains vary by language and input size, and the optimization was still under review.","es":"Las mejoras varían según el idioma y el tamaño de entrada; los cambios seguían en revisión.","fr":"Les gains rapportés varient selon la langue et la taille des entrées; l’optimisation restait en examen.","pt":"Os ganhos variam conforme o idioma e o tamanho da entrada; as alterações ainda estavam em análise.","tr":"Ölçülen kazanımlar dile ve girdi uzunluğuna göre değişti; iyileştirme hâlâ inceleme aşamasındaydı."},"label":{"ar":"فريق Hugging Face يعلن تسريعاً مقترحاً لتقطيع نصوص BERT","de":"Hugging-Face-Team meldet vorgeschlagene Beschleunigung der BERT-Tokenisierung","en":"Hugging Face team reports faster BERT tokenization in proposed changes","es":"El equipo de Hugging Face propone acelerar la tokenización BERT","fr":"L’équipe de Hugging Face propose d’accélérer la tokenisation BERT","pt":"Equipa da Hugging Face propõe acelerar a tokenização BERT","tr":"Hugging Face ekibi önerilen değişikliklerle BERT tokenizasyonunun hızlandığını bildirdi"},"status":"occurred"}],"methodology":{"ar":"يلخص سجل الحدث إعلان المصدر ولا يضيف تحققاً مستقلاً أو تعميماً يتجاوز ما ورد فيه.","de":"Dieser Ereigniseintrag fasst die Quelle zusammen und ergänzt keine unabhängige Prüfung oder Verallgemeinerung.","en":"This event record summarizes the source announcement and adds no independent verification or generalization beyond it.","es":"Este registro resume el anuncio de la fuente sin añadir verificación independiente ni generalizaciones.","fr":"Cette fiche résume l’annonce de la source sans ajouter de vérification indépendante ni généralisation.","pt":"Este registo resume o anúncio da fonte sem acrescentar verificação independente ou generalização.","tr":"Bu olay kaydı kaynağın duyurusunu özetler; kaynakta belirtilmeyen bağımsız doğrulama veya genelleme eklemez."},"sourceUrls":["https://huggingface.co/blog/huggingface/tokenmaxxing-bert"],"title":{"ar":"ملخص الإعلان","de":"Zusammenfassung der Ankündigung","en":"Announcement summary","es":"Resumen del anuncio","fr":"Résumé de l’annonce","pt":"Resumo do anúncio","tr":"Duyuru özeti"},"type":"events","updatedAt":"2026-10-15T18:03:17Z"},"version":1}