{"article":{"annotation":{"article_id":"flux3-image-klein-diffusers-release","available_at":"2026-10-15T20:20:08.569584Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"76d9441bf9921f99a2713fdf3cbba678e00c6b332214743151e5bf8ee22aed15","input_sha256":"64d68c6b69e4d2f2648069f067a90af52973e1f909175b3f984b4948e2b0609a","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. Unknown country/city/coordinates remain absent; no automatic geocoding.","Article geometries keep their stated precision and methodology; reproducing them is not independent coordinate verification."],"method":"controlled-rules-v1","places":[],"rules_sha256":"fb5ad3c27c91cb840f7a0a05f7f64a5cb26ad0374409ff9457f277c7092e22b4","schema_version":1,"subjects":[{"concept_id":"medtop:20000433","confidence":null,"confidence_method":null,"evidence":[{"field":"en.title+en.summary","language":"en","note":"Subject suggested from the title or summary: Forest","source_urls":["https://huggingface.co/blog/flux-3"]}],"method":"controlled-rules-v1","rule_id":"forests","status":"candidate"},{"concept_id":"medtop:13000000","confidence":null,"confidence_method":null,"evidence":[{"field":"category+topics","language":"en","note":"Preserved editorial category/topic; broad candidate only","source_urls":["https://huggingface.co/blog/flux-3"]}],"method":"controlled-rules-v1","rule_id":"technology-broad","status":"candidate"}],"taxonomy_revision":"1f2db31d811fca07e99b16d402c10e2cc2965c9df1c7b41d9be348b40a24e7fb","taxonomy_version":"IPTC Media Topics 2026-Q2"},"api_url":"https://newsverum.com/api/v1/articles/flux3-image-klein-diffusers-release?lang=fr","category":"technology","content":{"key_points":[],"paragraphs":["Hugging Face a annoncé le 15 octobre la disponibilité de FLUX.3 Image Klein de Black Forest Labs dans Diffusers. La version propose la génération d’images à partir de texte, l’édition à partir de plusieurs images de référence et le contrôle de mise en page par boîtes dans les prompts.","Le checkpoint distillé utilise 16 étapes par défaut, contre 50 pour la version de base. Hugging Face indique environ deux secondes pour générer une image de 1024 × 1024 sur H100 ; cette mesure publiée par l’équipe dépend du matériel et des paramètres. L’article documente aussi les variantes FP8 et NVFP4 et des scripts d’ajustement LoRA."],"sections":[]},"corrections":[],"country":null,"data":{"blocks":[{"description":{"ar":"يوفر إصداران مفتوحا الأوزان إنشاء الصور من النص وتحرير مراجع متعددة والتحكم في التخطيط بالصناديق.","de":"Zwei Versionen mit offenen Gewichten unterstützen Text-zu-Bild, Bearbeitung mit mehreren Referenzen und Layoutsteuerung per Rahmen.","en":"Two open-weight versions of the Black Forest Labs model support text-to-image, multi-reference editing and bounding-box layout control.","es":"Dos versiones de pesos abiertos permiten generar imágenes, editar con varias referencias y controlar el diseño mediante recuadros.","fr":"Deux versions à poids ouverts proposent génération d’images, édition multi-référence et contrôle de mise en page par boîtes.","pt":"Duas versões de pesos abertos permitem gerar imagens, editar com várias referências e controlar a disposição por caixas.","tr":"Black Forest Labs modelinin iki açık ağırlıklı sürümü metinden görsel, çoklu referans düzenleme ve kutu tabanlı yerleşim özellikleri sunuyor."},"id":"flux3-image-klein-diffusers-release-release","items":[{"date":"2026-10-15","description":{"ar":"يوفر إصداران مفتوحا الأوزان إنشاء الصور من النص وتحرير مراجع متعددة والتحكم في التخطيط بالصناديق.","de":"Zwei Versionen mit offenen Gewichten unterstützen Text-zu-Bild, Bearbeitung mit mehreren Referenzen und Layoutsteuerung per Rahmen.","en":"Two open-weight versions of the Black Forest Labs model support text-to-image, multi-reference editing and bounding-box layout control.","es":"Dos versiones de pesos abiertos permiten generar imágenes, editar con varias referencias y controlar el diseño mediante recuadros.","fr":"Deux versions à poids ouverts proposent génération d’images, édition multi-référence et contrôle de mise en page par boîtes.","pt":"Duas versões de pesos abertos permitem gerar imagens, editar com várias referências e controlar a disposição por caixas.","tr":"Black Forest Labs modelinin iki açık ağırlıklı sürümü metinden görsel, çoklu referans düzenleme ve kutu tabanlı yerleşim özellikleri sunuyor."},"label":{"ar":"أُضيف FLUX.3 Image Klein إلى Diffusers","de":"FLUX.3 Image Klein kommt zu Diffusers","en":"FLUX.3 Image Klein arrives in Diffusers","es":"FLUX.3 Image Klein llega a Diffusers","fr":"FLUX.3 Image Klein arrive dans Diffusers","pt":"FLUX.3 Image Klein chega ao Diffusers","tr":"FLUX.3 Image Klein, Diffusers kitaplığına geldi"},"status":"occurred"}],"methodology":{"ar":"يلخص هذا السجل المنظم الإعلان المذكور؛ ولا يمثل تحققاً مستقلاً من الأداء.","de":"Dieser Eintrag fasst die genannte Ankündigung zusammen; er ist keine unabhängige Leistungsbewertung.","en":"This structured record summarizes the cited announcement; it is not an independent performance evaluation.","es":"Este registro resume el anuncio citado; no es una evaluación independiente del rendimiento.","fr":"Cette fiche résume l’annonce citée ; elle ne constitue pas une évaluation indépendante des performances.","pt":"Este registo resume o anúncio citado; não é uma avaliação independente do desempenho.","tr":"Bu yapılandırılmış kayıt, belirtilen duyuruyu özetler; bağımsız performans doğrulaması değildir."},"sourceUrls":["https://huggingface.co/blog/flux-3"],"title":{"ar":"أُضيف FLUX.3 Image Klein إلى Diffusers","de":"FLUX.3 Image Klein kommt zu Diffusers","en":"FLUX.3 Image Klein arrives in Diffusers","es":"FLUX.3 Image Klein llega a Diffusers","fr":"FLUX.3 Image Klein arrive dans Diffusers","pt":"FLUX.3 Image Klein chega ao Diffusers","tr":"FLUX.3 Image Klein, Diffusers kitaplığına geldi"},"type":"events","updatedAt":"2026-10-15T20:11:11Z"}],"version":1},"data_downloads":[{"formats":{"csv":"https://newsverum.com/api/v1/articles/flux3-image-klein-diffusers-release/data/flux3-image-klein-diffusers-release-release?lang=fr&format=csv","json":"https://newsverum.com/api/v1/articles/flux3-image-klein-diffusers-release/data/flux3-image-klein-diffusers-release-release?lang=fr&format=json"},"id":"flux3-image-klein-diffusers-release-release"}],"data_types":["events"],"editorial_illustration":{"alt":"Illustration conceptuelle de la technologie, des processeurs et des informations connectées.","asset_id":"newsverum-v1-technology","avif_variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.avif","width":480},{"height":480,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-720.avif","width":720},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.avif","width":960},{"height":800,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1200.avif","width":1200},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.avif","width":1536}],"credit":"Newsverum","documentary":false,"height":1024,"kind":"symbolic-editorial-illustration","language":"fr","scope":"topic","url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.webp","width":480},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.webp","width":960},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","width":1536}],"width":1536},"event_id":"event-66a165e0-1997-5a9f-a777-04e87c9e9dac","event_period":"2026-10-15","event_period_basis":"event-or-reference-period","id":"flux3-image-klein-diffusers-release","image":null,"importance":0.6,"language":"fr","modified_at":"2026-10-15T20:19:53+00:00","publication_basis":"publication-record","published_at":"2026-10-15T20:19:53+00:00","reading_minutes":1,"region":"world","relations":[],"section_illustration":{"alt":"Illustration conceptuelle de la technologie, des processeurs et des informations connectées.","asset_id":"newsverum-v1-technology","avif_variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.avif","width":480},{"height":480,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-720.avif","width":720},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.avif","width":960},{"height":800,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1200.avif","width":1200},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.avif","width":1536}],"credit":"Newsverum","documentary":false,"height":1024,"kind":"symbolic-editorial-illustration","language":"fr","scope":"section","url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.webp","width":480},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.webp","width":960},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","width":1536}],"width":1536},"slug":"flux3-image-klein-diffusers-release","sources":[{"checkedAt":"2026-10-15","name":"Hugging Face Blog","publishedAt":"2026-10-15","url":"https://huggingface.co/blog/flux-3"}],"summary":"Deux versions à poids ouverts proposent génération d’images, édition multi-référence et contrôle de mise en page par boîtes.","text":"Deux versions à poids ouverts proposent génération d’images, édition multi-référence et contrôle de mise en page par boîtes.\n\nHugging Face a annoncé le 15 octobre la disponibilité de FLUX.3 Image Klein de Black Forest Labs dans Diffusers. La version propose la génération d’images à partir de texte, l’édition à partir de plusieurs images de référence et le contrôle de mise en page par boîtes dans les prompts.\n\nLe checkpoint distillé utilise 16 étapes par défaut, contre 50 pour la version de base. Hugging Face indique environ deux secondes pour générer une image de 1024 × 1024 sur H100 ; cette mesure publiée par l’équipe dépend du matériel et des paramètres. L’article documente aussi les variantes FP8 et NVFP4 et des scripts d’ajustement LoRA.","title":"FLUX.3 Image Klein arrive dans Diffusers","topics":[],"translations":[{"api_url":"https://newsverum.com/api/v1/articles/flux3-image-klein-diffusers-release?lang=tr","language":"tr","url":"https://newsverum.com/tr/news/flux3-image-klein-diffusers-release"},{"api_url":"https://newsverum.com/api/v1/articles/flux3-image-klein-diffusers-release?lang=en","language":"en","url":"https://newsverum.com/en/news/flux3-image-klein-diffusers-release"},{"api_url":"https://newsverum.com/api/v1/articles/flux3-image-klein-diffusers-release?lang=ar","language":"ar","url":"https://newsverum.com/ar/news/flux3-image-klein-diffusers-release"},{"api_url":"https://newsverum.com/api/v1/articles/flux3-image-klein-diffusers-release?lang=fr","language":"fr","url":"https://newsverum.com/fr/news/flux3-image-klein-diffusers-release"},{"api_url":"https://newsverum.com/api/v1/articles/flux3-image-klein-diffusers-release?lang=es","language":"es","url":"https://newsverum.com/es/news/flux3-image-klein-diffusers-release"},{"api_url":"https://newsverum.com/api/v1/articles/flux3-image-klein-diffusers-release?lang=de","language":"de","url":"https://newsverum.com/de/news/flux3-image-klein-diffusers-release"},{"api_url":"https://newsverum.com/api/v1/articles/flux3-image-klein-diffusers-release?lang=pt","language":"pt","url":"https://newsverum.com/pt/news/flux3-image-klein-diffusers-release"}],"url":"https://newsverum.com/fr/news/flux3-image-klein-diffusers-release"},"version":"1"}