论文
盾星
Shieldstral
Antonia Calvi; Avinash Sooriyarachchi; Giada Pistilli; Guillaume Lample; Maarten Buyl; Maximilian Augustin; Maximilian Müller; Pierre Stock; Tom Bewley; Wassim Bouaziz; Yimu Pan; Abdelaziz Bounhar; Abhijeet Somani; Aditi Kabra; Adrian Valente; Adrien Petralia; Adrien Sadé; Alan Jeffares; Albert Jiang; Aleksandr Timashov; Alexandre Cahill; Alexandre Gavaudan; Alexandre Laval; Alexandre Sablayrolles; Amélie Héliou; Amos You; André Jonasson; Andrew Bai; Andrew Ehrenberg; Andrew Zhao; Angele Lenglemetz; Anmol Agarwal; Arata Suzuki; Arjun Majumdar; Arthur Fournier; Artjom Joosen; Aylin Guliz Akkus; Aysenur Karaduman; Baptiste Bout; Baptiste Rozière; Baudouin De Monicault; Benjamin Holzschuh; Benjamin Lefaudeux; Benjamin Tibi; Bernhard Stadlbauer; Błażej Osiński; Camille Le Scao; Chaoran Yu; Charlotte Cronjäger; Chen-Yo Sun; Chris Bamford; Christian Wallenwein; Christophe Renaudin; Clémence Lanfranchi; Corentin Barreau; Corentin Sautier; Cristiana-Diana Diaconu; Cyprien Courtot; Daniel Marczak; Darius Dabert; Diego de Las Casas; Dominik Nuss; Dylan Rubini; Dzmitry Soupel; Elizaveta Demyanenko; Elliot Chane-Sane; Emilien Fugier; Emmanuel Gottlob; Erik Aas; Etienne Goffinet; Étienne Millon; Eujeong Choi; Fabian Paischer; Fabian Schlager; Faruk Ahmed; Federico Baldassarre; Filip Szatkowski; Florian Wiesner; Gabrielle Berrada; Gaëtan Ecrepont; Gaétan Lepage; Gaspard Blanchet; Gaspard Donada-Vidal; Gauthier Delerce; Gauthier Guinet; Genevieve Hayes; Georgii Novikov; Gianluca Galletti; Guillaume Breton; Guillaume Kunsch; Guillaume Martin; Guillaume Raille; Gunjan Dhanuka; Gunshi Gupta; Han Zhou; Harshil Shah; Hasan Furkan Vural; Hédi Hadiji; Hope McGovern; Hugo Cisneros; Hugo Thimonier; Indraneel Mukherjee; Ivan Cuevas Salazar; Jacques Sun; Jan Ludziejewski; Jason Rute; Jean Quentin; Jean-Hadrien Chabran; Jean-Malo Delignon; Jie Zhang; Joachim Studnia; Joep Barmentlo; Johannes Brandstetter; John Harvill; Jonas Amar; Jonas Schweizer; Joséphine Delas; Josselin Somerville; Julien Denize; Julien Tauran; Kartik Khandelwal; Khyathi Raghavi Chandu; Kilian Tep; Kush Jain; Larissa Laich; Laura Calem; Laurence Aitchison; Laurent Callot; Laurent Fainsin; Léo Cotteleer; Léonard Blier; Lingxiao Zhao; Louis Martin; Louis Serrano; Lucile Saulnier; Ludovic Ho Fuh; Luis Montero; Manon Chossegros; Marcin Możejko; Margaret Jennings; Markus Hennerbichler; Martin Alexandre; Mathieu Poirée; Mathieu Schmitt; Mathilde Guillaumin; Matthieu André; Matthieu Dinot; Matthieu Futeral; Maurits Bleeker; Mauro Comi; Max Mynter; Maxim Berman; Maxime Darrin; Maxime Louis; Melina Jingting Laimon; Mert Unsal; Mia Chiquier; Michael Pilcer; Michał Pietruszka; Michał Zając; Mikhail Biriuchinskii; Minh-Quang Pham; Minwoo Kang; Morgane Rivière; Namit Katariya; Nathan Grinsztajn; Nathan Simpson; Neeraj Aggarwal; Neha Gupta; Ola Mysiak; Oliver Leicht; Olivier Bousquet; Olivier Duchenne; Parag Jain; Patricia Wang; Patrick Blies; Patrick von Platen; Paul Jacob; Paul Wambergue; Paula Kurylowicz; Pavan Kumar Reddy; Pavel Kuksa; Philippe Pinel; Philomène Chagniot; Pierre-André Savalle; Piotr Milos; Prateek Gupta; Pravesh Agrawal; Quentin Desreumaux; Quentin Torroba; Quercus Hernandez; Ram Ramrakhya; Randall Isenhour; Ranjit Parva; Raul Perez Pelaez; Reinhard Sonnleitner; Rémi Delacourt; Richard Kurle; Rishi Shah; Rob Romijnders; Rohin Arora; Romain Sauvestre; Roman Soletskyi; Rosalie Millner; Rupert Menneer; Sagar Vaze; Samuel Barry; Samuel Belkadi; Samuel Humeau; Sanchit Gandhi; Sandeep Subramanian; Sarthak Mittal; Saskia Adaime; Sean Cha; Sebastian Kaltenbach; Shashwat Dalal; Shashwat Verma; Sherif Waly; Shrimai Prabhumoye; Siddhant Waghjale; Siddharth Gandhi; Simon Lepage; Simon Sorg; Soham Ghosh; Sophie Marbach; Srijan Mishra; Stanislas Lange; Steve Hong; Sumukh Aithal; Szymon Antoniak; Tarun Kumar Vangani; Teven Le Scao; Théo Cachet; Thibaut Lavril; Thomas Chabal; Thomas Coste; Thomas Defard; Thomas Foubert; Thomas Robert; Thomas Wang; Tianyu Zhang; Tim Lawson; Timothée Lacroix; Tobias Kronlachner; Tom Edwards; Tomas Hodan; Tuhin Das; Tyler Wang; Ulrick BLE; Umar Jamil; Umberto Tomasini; Valentin Macé; Van Phung; Vedant Nanda; Victor Jouault; Victor Letzelter; Victor Paltz; Victor Poucheret; Vincent Maladière; Vincent Pfister; Virgile Richard; Vladislav Bataev; Wen Ding Li; William Havard; William Marshall; Xinghui Li; Xingran Guo; Xinyu Yang; Yann Dreze; Yassine El Ouahidi; Yassir Bendou; Yihan Wang; Yves Martin des Taillades; Zaccharie Ramzi; Zhenlin Xu; Zsofia Csakany·
AI 基础设施AI安全与内容治理基础设施
摘要
我们推出了 Shieldstral，这是一种 3B 参数策略自适应多模式安全分类器，它在文本安全基准上匹配或优于其大小近 7 倍的模型，并在多模式安全分类方面树立了新的技术水平。 Shieldstral 将内容审核制定为二元问答任务。这种简单的表述将不同的审核任务统一为一个是/否问题，从而使具有不同分类法的异构安全数据集能够在一个训练框架下进行整合。我们提出了数据构建方案，涵盖约 5410 万个样本的管理和生成以及用于评估政策适应性的细粒度评估集。总之，这些使得小型自适应模型能够匹配或优于更大的模型。