Search Results - "Lhoest, Quentin"

Training Transformers Together by Borzunov, Alexander, Ryabinin, Max, Dettmers, Tim, Lhoest, Quentin, Saulnier, Lucile, Diskin, Michael, Jernite, Yacine, Wolf, Thomas

“…The infrastructure necessary for training state-of-the-art models is becoming overly expensive, which makes training such models affordable only to large…”
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AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages by Emezue, Chris Chinenye, Gandhi, Sanchit, Tunstall, Lewis, Abid, Abubakar, Meyer, Josh, Lhoest, Quentin, Allen, Pete, Von Platen, Patrick, Kiela, Douwe, Jernite, Yacine, Chaumond, Julien, Noyan, Merve, Sanseviero, Omar

“…The advancement of speech technologies has been remarkable, yet its integration with African languages remains limited due to the scarcity of African speech…”
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Croissant: A Metadata Format for ML-Ready Datasets by Akhtar, Mubashara, Benjelloun, Omar, Conforti, Costanza, Gijsbers, Pieter, Giner-Miguelez, Joan, Jain, Nitisha, Kuchnik, Michael, Lhoest, Quentin, Marcenac, Pierre, Maskey, Manil, Mattson, Peter, Oala, Luis, Ruyssen, Pierre, Shinde, Rajat, Simperl, Elena, Thomas, Goeffry, Tykhonov, Slava, Vanschoren, Joaquin, van der Velde, Jos, Vogler, Steffen, Wu, Carole-Jean

“…Data is a critical resource for Machine Learning (ML), yet working with data remains a key friction point. This paper introduces Croissant, a metadata format…”
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Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements by von Werra, Leandro, Tunstall, Lewis, Thakur, Abhishek, Luccioni, Alexandra Sasha, Thrush, Tristan, Piktus, Aleksandra, Marty, Felix, Rajani, Nazneen, Mustar, Victor, Ngo, Helen, Sanseviero, Omar, Šaško, Mario, Villanova, Albert, Lhoest, Quentin, Chaumond, Julien, Mitchell, Margaret, Rush, Alexander M, Wolf, Thomas, Kiela, Douwe

“…Evaluation is a key part of machine learning (ML), yet there is a lack of support and tooling to enable its informed and systematic practice. We introduce…”
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Distributed Deep Learning in Open Collaborations by Diskin, Michael, Bukhtiyarov, Alexey, Ryabinin, Max, Saulnier, Lucile, Lhoest, Quentin, Sinitsin, Anton, Popov, Dmitry, Pyrkin, Dmitry, Kashirin, Maxim, Borzunov, Alexander, del Moral, Albert Villanova, Mazur, Denis, Kobelev, Ilia, Jernite, Yacine, Wolf, Thomas, Pekhimenko, Gennady

“…Modern deep learning applications require increasingly more compute to train state-of-the-art models. To address this demand, large corporations and…”
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The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset by Laurençon, Hugo, Saulnier, Lucile, Wang, Thomas, Akiki, Christopher, del Moral, Albert Villanova, Scao, Teven Le, Von Werra, Leandro, Mou, Chenghao, Ponferrada, Eduardo González, Nguyen, Huu, Frohberg, Jörg, Šaško, Mario, Lhoest, Quentin, McMillan-Major, Angelina, Dupont, Gerard, Biderman, Stella, Rogers, Anna, allal, Loubna Ben, De Toni, Francesco, Pistilli, Giada, Nguyen, Olivier, Nikpoor, Somaieh, Masoud, Maraim, Colombo, Pierre, de la Rosa, Javier, Villegas, Paulo, Thrush, Tristan, Longpre, Shayne, Nagel, Sebastian, Weber, Leon, Muñoz, Manuel, Zhu, Jian, Van Strien, Daniel, Alyafeai, Zaid, Almubarak, Khalid, Vu, Minh Chien, Gonzalez-Dios, Itziar, Soroa, Aitor, Lo, Kyle, Dey, Manan, Suarez, Pedro Ortiz, Gokaslan, Aaron, Bose, Shamik, Adelani, David, Phan, Long, Tran, Hieu, Yu, Ian, Pai, Suhas, Chim, Jenny, Lepercq, Violette, Ilic, Suzana, Mitchell, Margaret, Luccioni, Sasha Alexandra, Jernite, Yacine

“…As language models grow ever larger, the need for large-scale high-quality text datasets has never been more pressing, especially in multilingual settings. The…”
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Datasets: A Community Library for Natural Language Processing by Lhoest, Quentin, del Moral, Albert Villanova, Jernite, Yacine, Thakur, Abhishek, von Platen, Patrick, Patil, Suraj, Chaumond, Julien, Drame, Mariama, Plu, Julien, Tunstall, Lewis, Davison, Joe, Šaško, Mario, Chhablani, Gunjan, Malik, Bhavitvya, Brandeis, Simon, Scao, Teven Le, Sanh, Victor, Xu, Canwen, Patry, Nicolas, McMillan-Major, Angelina, Schmid, Philipp, Gugger, Sylvain, Delangue, Clément, Matussière, Théo, Debut, Lysandre, Bekman, Stas, Cistac, Pierric, Goehringer, Thibault, Mustar, Victor, Lagunas, François, Rush, Alexander M, Wolf, Thomas

“…The scale, variety, and quantity of publicly-available NLP datasets has grown rapidly as researchers propose new tasks, larger models, and novel benchmarks…”
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HuggingFace's Transformers: State-of-the-art Natural Language Processing by Wolf, Thomas, Debut, Lysandre, Sanh, Victor, Chaumond, Julien, Delangue, Clement, Moi, Anthony, Cistac, Pierric, Rault, Tim, Louf, Rémi, Funtowicz, Morgan, Davison, Joe, Shleifer, Sam, von Platen, Patrick, Ma, Clara, Jernite, Yacine, Plu, Julien, Xu, Canwen, Scao, Teven Le, Gugger, Sylvain, Drame, Mariama, Lhoest, Quentin, Rush, Alexander M

“…Recent progress in natural language processing has been driven by advances in both model architecture and model pretraining. Transformer architectures have…”
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