New Releases by Thomas Wolf

Leistungsfähige State-of-the-Art-Sprachanwendungen mit vortrainierten Transformer-Modellen Transformer haben die NLP-Welt im Sturm erobert Von den Gründern von Hugging Face, der Plattform für vortrainierte Transformer-Modelle für TensorFlow und PyTorch Bietet einen fundierten und praxisnahen Überblick über die wichtigsten Methoden und Anwendungen im aktuellen NLP Hands-On: Jeder Programmierschritt kann in Jupyter Notebooks nachvollzogen werden Transformer haben sich seit ihrer Einführung nahezu über Nacht zur vorherrschenden Architektur im Natural Language Processing entwickelt. Sie liefern die besten Ergebnisse für eine Vielzahl von Aufgaben bei der maschinellen Sprachverarbeitung. Wenn Sie Data Scientist oder Programmierer sind, zeigt Ihnen dieses praktische Buch, wie Sie NLP-Modelle mit Hugging Face Transformers, einer Python-basierten Deep-Learning-Bibliothek, trainieren und skalieren können. Transformer kommen beispielsweise beim maschinellen Schreiben von Nachrichtenartikeln zum Einsatz, bei der Verbesserung von Google-Suchanfragen oder bei Chatbots. In diesem Handbuch zeigen Ihnen Lewis Tunstall, Leandro von Werra und Thomas Wolf, die auch die Transformers-Bibliothek von Hugging Face mitentwickelt haben, anhand eines praktischen Ansatzes, wie Transformer-basierte Modelle funktionieren und wie Sie sie in Ihre Anwendungen integrieren können. Sie werden schnell eine Vielzahl von Aufgaben wie Textklassifikation, Named Entity Recognition oder Question Answering kennenlernen, die Sie mit ihnen lösen können.

Hugging Face Transformersを使った自然言語処理の解説書。大規模モデルを学習しスケールする方法を紹介。

2023 Midwest Book Awards in Nonfiction - History, Regional, winner On a moonlit night in 1889, Iowa farmer John Elkins and his young wife, Hattie, were brutally murdered in their bed. Eight days later, their son, eleven-year-old Wesley Elkins, was arrested and charged with murder. The community reeled with shock by both the gruesome details of the homicides and the knowledge of the accused perpetrator—a small, quiet boy weighing just 75 pounds. Accessible and fast-moving, The Plea delivers a complete, complex, and nuanced narrative of this horrific crime, while shedding light on the legal, social, and political environment of Iowa and the country in the late 1800s and early 1900s.

Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you''re a data scientist or coder, this practical book shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf, among the creators of Hugging Face Transformers, use a hands-on approach to teach you how transformers work and how to integrate them in your applications. You''ll quickly learn a variety of tasks they can help you solve. Build, debug, and optimize transformer models for core NLP tasks, such as text classification, named entity recognition, and question answering Learn how transformers can be used for cross-lingual transfer learning Apply transformers in real-world scenarios where labeled data is scarce Make transformer models efficient for deployment using techniques such as distillation, pruning, and quantization Train transformers from scratch and learn how to scale to multiple GPUs and distributed environments

Architekturführer, Stadtführer, Städtebau, Schweiz, Zürich Welche Bauwerke prägen Zürich? Grossmünster, Hauptgebäude von ETH und Universität sowie Prime Tower sind bekannte Sehenswürdigkeiten. Doch was wäre Zürich ohne den Aussersihler Viadukt, die Polybahn oder den Wiedikoner Tunnel? StrucTuricum stellt 51 Zürcher Bauwerke aus der Sicht von Bauingenieuren vor – mit Hintergrundinformationen, Zeichnungen und Fotos. Biografien der bedeutendsten beteiligten Fachleute bringen uns deren Arbeit und Wirken näher. Tourenvorschläge weisen den Weg zu den meisten Bauwerken und laden zum selbständigen Erkunden ein: City Nord City Süd Oerlikon Zürich West Der Ingenieurbauführer richtet sich an bautechnisch Interessierte, auch solche ohne besondere Fachkenntnisse. Er ermöglicht einen neuen Blickwinkel auf bekannte wie auch weniger bekannte Bauwerke und bietet somit ein Sightseeing der besonderen Art. Weitere Informationen » www.structuricum.ethz.ch

In the summer of 1932, at the beginning of the turbulent decade that would remake America, baseball fans were treated to one of the most thrilling seasons in the history of the sport. As the nation drifted deeper into the Great Depression and reeled from social unrest, baseball was a diversion for a troubled country—and yet the world of baseball was marked by the same edginess that pervaded the national scene. On-the-field fights were as common as double plays. Amid the National League pennant race, Cubs’ shortstop Billy Jurges was shot by showgirl Violet Popovich in a Chicago hotel room. When the regular season ended, the Cubs and Yankees clashed in what would be Babe Ruth’s last appearance in the fall classic. After the Cubs lost the first two games in New York, the series resumed in Chicago at Wrigley Field, with Democratic presidential candidate Franklin Roosevelt cheering for the visiting Yankees from the box seats behind the Yankees’ dugout. In the top of the fifth inning the game took a historic turn. As Ruth was jeered mercilessly by Cubs players and fans, he gestured toward the outfield and then blasted a long home run. After Ruth circled the bases, Roosevelt exclaimed, “Unbelievable!” Ruth’s homer set off one of baseball’s longest-running and most intense debates: did Ruth, in fact, call his famous home run? Rich with historical context and detail, The Called Shot dramatizes the excitement of a baseball season during one of America’s most chaotic summers.

Notizbuch Daruma, Wünschebuch, 6"x9", 120 Seiten. Auf jeder Seite des Notizbuchs ist ein kleiner Daruma gedruckt.Beim ausmalen eines Auges wünscht man sich etwas - ist der Wunsch erfüllt, wird das zweite Auge ausgemalt.Kann natürlich auch als normales Notizbuch verwendet werden.

*Winner of the Sophie Brody Medal* A moving and uplifting history set to music that reveals the rich life of one of the first internationally renowned female violinists. Spanning generations, from the shores of the Black Sea to the glittering concert halls of New York, The Nightingale''s Sonata is a richly woven tapestry centered around violin virtuoso Lea Luboshutz. Like many poor Jews, music offered an escape from the predjudices that dominated society in the last years of the Russian Empire. But Lea’s dramatic rise as an artist was further accentuated by her scandalous relationship with the revolutionary Onissim Goldovsky. As the world around them descends in to chaos, between revolution and war, we follow Lea and her family from Russia to Europe and eventually, America. We cross paths with Pablo Casals, Isadora Duncan, Emile Zola and even Leo Tolstoy. The little girl from Odessa will eventually end up as one of the founding faculty of the prestigious Curtis Institute of Music, but along the way she will lose her true love, her father, and watch a son die young. The Iron Curtain would rise, but through it all, she plays on. Woven throughout this luminous odyssey is the story is Cesar Franck’s “Sonata for Violin and Piano.” As Lea was one of the first-ever internationally recognized female violinists, it is fitting that this pioneer was one of the strongest advocates for this young boundary-pushing composer and his masterwork.

The final and conclusion to the Chronicles of the Unifables. Our hero has picked up many new friends and old. They are now running out of time and need to hurry or their battling and fighting up until now will be for naught. They now have means to find their Holy Land to set the Princess upon the throne but the dangers have only escalated to a point that they are now pushing themselves harder than before. Will they finally reach their Holy Land or will they fail after coming so far? Many question has risen and been answered but more have been risen and it revolves around our young hero when he brings family into the mix and more secrets are exposed about him and his bloodline. Follow our hero as he hits the finish line, or is it just the beginning of his journey?

"Die Regierung hat das Parlament in seinen Rechten verletzt." – Anlass für eine solche Feststellung durch ein Verfassungsgericht zu sein, widerstrebt jedem Mitglied einer Regierung. Gerade im Bereich der parlamentarischen Informationsrechte und -pflichten zeichnet sich die verfassungsrechtliche Judikatur durch eine Vielzahl von Entscheidungen aus. Das Gebiet ist keine Terra incognita – dennoch versiegt der Strom neuer Verfahren nicht. Die Abhandlung liefert eine systematische Übersicht bekannter Problemkreise und deren verfassungsrechtlicher Verortung. Anhand beispielhafter Darstellungen werden Informationsrechte der Abgeordneten gegenüber der Regierung aufgezeigt und Grenzen erläutert, infolge derer die Übermittlung von Informationen im Einzelfall unterbleiben kann. Trotz des Fokus auf die Praxis im Freistaat Sachsen ist die Darstellung infolge vergleichbarer Strukturen auf die Bundesländer im Übrigen ebenso übertragbar wie auf das Verhältnis zwischen Deutschem Bundestag und Bundesregierung.

After speaking with Seraph, the Mother of the Gods, Drake finds himself pulled from his deep sleep and onto the second level of the Sealed Gates to meet a living Titan, the one that all calls Cronus, the Father to the Gods. Drake barely escapes with his life with the help of this mysterious woman that follows him. After Cronus faces his judgment before Seraph, they learn that Drake''s soul is thrown back into the Sealed Gates by Cronus and on the fifth level, a place that even the Gods and Goddesses can not venture. Drake will now have to fight his way alone through a place of horror that can even consume the Gods to escape the Sealed Gates. Drake''s friends learn that he is trapped in a very bad place that is controlled by someone that even has Seraph worried for who has control over this place. Will Drake survive this place of will the overwhelming fear that rules here claim his soul for good? And what will Drake do when he finally meets those that follows their worst adversaries, the Dark Ones?

Drake decides to go and save a few more Races from their dying planets. Mostly when it is said that one has two individuals there that can help them if a Dark One should ever appear upon Earth. It is on his last run to collect two very deadly Races when everyone quickly learn that Drake is not playing around anymore from his run with those that follows the Dark Ones. It is after they have saved the new Races that Rogue, the Fallen Dark One suggest that the Gods and Goddesses calls for all of the Angels, Gods and Goddesses to Earth when news of an approaching Dark One is known. It becomes an interesting meet when a few Angels arrives and are on the opposite sides of each other and it shocked many when someone that the Gods and Goddesses thought for sure was dead arrives.

Drake is soon visited by the Gods with their well awaited answer and Drake is soon back to saving those on other worlds. But the Gods have asked him a strange request, save the Races that they have placed upon a few worlds as well. But that is not all that hits Drake and his friends. When Drake return to celebrate their triumphant victory, they find that Dune has fallen ill and the only way to save him is to obtain a rare flower that grows only in one place, Marlor''s world, Hell. To save the life of Melissa''s large friend, they must venture through Hell or watch as her heart breaks when Dune passes on. Will they find the flower in time? And what will happen when Drake learns a deep dark secret about Marlor and Rasket? And what will they do when someone else decides to joins the party?

Drake and his friends decides to relax as they wait for the Gods to answer Drake. But their relaxing is hard to enjoy when a few women from Drake''s past decides to make an appearance. Ho are these women? Where did they come from and why are they approaching Drake? Not to mention that one has it out for him and is tied to him closer than anyone there. How is Drake going to handle what is going to hit him when she finally makes her presence known to him and everyone else?

Drake and his friends finds themselves in a race with the Gods and Goddesses. They must go to other worlds to save Races from being consumed by the Gods and Goddesses. How will they do this? What''s going to happen once they get on the worlds? And what are they going to do when the Gods decides to cheat against them? Will they lose or will they find a way to break through the cheating ways of the Gods?

Drake finds himself within a deep and strange predicament when a Goddess is thrown to Earth from a fit of the other Gods. Drake and his friends soon learns that they are in for a rough battle ahead of them when they finally meet her. What are they going to do when they learn what is in store for Earth because of a squabble between the Gods? Most importantly, will they survive their outburst?

Drake finds himself forced to enter the dangerous swamps of Purgatory Swamp sooner than he had planed when a few of the Murine and Bangle Clan are taken. Drake has to enter the old fortress of Tabless to free those captured but finds himself in a strange predicament when his curiosity gets the better of him. Now with the act performed between him and his enemy, what is going to become of him and the people of Walmasses? Will this act cause them more trouble or will it bring a better ending? Time will only tell.

Drake finds himself speaking with his long time enemy, Tabless, about his men leaving him for a new leader. They learn that the new leader of Tabless' men is more ruthless then he. Drake must learn of who this new leader is so he can put a stop to him before he can harm the people of Walmasses. But before he could get started, he learns that trouble has already hit his home and within Eden. What is he going to do about what has been thrown on his plate? And what is he going to do when he learns that he has to traverse a place called The Womb to save Farla from being devoured?

The nonstop adventures continues with our hero Drake as the supernatural is peaking the top of disbelief when his journey leads him to his enemy's stronghold. Where he is pushed to his limits with the abilities that he possess. His Adventures continues as he finds himself in a situation that baffles him to no end when he finally meets the new Clans that is said to be different from any other.

The continuation of the amazing adventures of Drake and his friends begins now in the Unifable Saga. He will meet new allies, friends and a new enemy to battle. His strength and abilities will be pushed to their limits in the adventures to come. Where will his adventures lead him and what awaits for our young hero now turned King? The nonstop adventures now begins with the supernatural peaking the top of disbelief when he finally learn what is driving them on and the dangers that they will discover.

Der Dichter und Pädagoge Friedrich Pustkuchen (1793-1834) mystifizierte 1821 das literarische Publikum mit den sogenannten »falschen Wanderjahren«, in denen das Goethesche Poesieverständnis und der »Wilhelm Meister« herbe Kritik erfuhren. Heftige Reaktionen zahlreicher goethetreuer Literaten (von Arnim bis Tieck) und etliche Invektiven Goethes belegen die Wirksamkeit von Pustkuchens Werk, das Goethe zur zweiten Version der »Wanderjahre« von 1829 angeregt hat. Durch die Beschäftigung mit Pustkuchens romanesker Streitschrift läßt sich ein deutlicheres Bild der gehaltlichen und formalen Entwicklung der »Meister«-Romane gewinnen. Gleichzeitig zeigen sich Goethes zunehmende konzeptionelle Schwierigkeiten mit den im »Meister« propagierten Lebensidealen. Der literarische Streitfall, der als einzige Initialzündung der Goethekritik zu Lebzeiten Goethes gelten kann, zeigt die schwierige soziale und geistige Situation deutscher Autoren der Restaurationszeit angesichts von Goethes beherrschendem Einfluß und gestattet es, eine Art goethespezifisches Meinungsprofil für das frühe 19. Jahrhundert zu entwerfen. Durch eine Fülle von Archivmaterialien konnten Friedrich Pustkuchens Leben und seine kritische Beziehung zum Werk und zur Ästhetik Goethes detailliert dargestellt werden. Zu diesem Zweck wurden in einem umfangreichen Textanhang schwer zugängliche Texte Pustkuchens publiziert, darunter zum ersten Mal seine beiden Briefe an Goethe. Die vielfältigen germanistischen Versäumnisse und Fehlinterpretationen im Fall Pustkuchens, die dokumentiert werden, werfen am Rande auch ein interessantes Schlaglicht auf die deutsche Übergrößen-Philologie und die Kanonisierung der Weimarer Klassik am Beispiel Goethes.