SHiFT: an efficient, flexible search engine for transfer learning von Renggli, Cedric, Yao, Xiaozhe, Kolar, Luka, Rimanic, Luka, Klimovic, Ana, Zhang, Ce

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Face Based Advertisement Recommendation with Deep Learning: A Case Study von Yao, Xiaozhe, Chen, Yingying, Liao, Rongjie, Cai, Shubin

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CVTron Web: A Versatile Framework for Online Computer Vision Services von Chen, Yingying, Yao, Xiaozhe

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DeltaZip: Efficient Serving of Multiple Full-Model-Tuned LLMs von Yao, Xiaozhe, Hu, Qinghao, Klimovic, Ana

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COVID-19 von Yao, Xiaozhe

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COVID-19 Sentiment Analysis von Yao, Xiaozhe

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DeltaZip: Efficient Serving of Multiple Full-Model-Tuned LLMs von Yao, Xiaozhe, Hu, Qinghao, Klimovic, Ana

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HexGen: Generative Inference of Large Language Model over Heterogeneous Environment von Jiang, Youhe, Yan, Ran, Yao, Xiaozhe, Zhou, Yang, Chen, Beidi, Yuan, Binhang

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SHiFT: An Efficient, Flexible Search Engine for Transfer Learning von Renggli, Cedric, Yao, Xiaozhe, Kolar, Luka, Rimanic, Luka, Klimovic, Ana, Zhang, Ce

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RedPajama: an Open Dataset for Training Large Language Models von Weber, Maurice, Fu, Daniel, Anthony, Quentin, Oren, Yonatan, Adams, Shane, Alexandrov, Anton, Lyu, Xiaozhong, Nguyen, Huu, Yao, Xiaozhe, Adams, Virginia, Athiwaratkun, Ben, Chalamala, Rahul, Chen, Kezhen, Ryabinin, Max, Dao, Tri, Liang, Percy, Ré, Christopher, Rish, Irina, Zhang, Ce

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DataPerf: Benchmarks for Data-Centric AI Development von Mazumder, Mark, Banbury, Colby R, Yao, Xiaozhe, Karlas, Bojan, Rojas, William Gaviria, Diamos, Sudnya Frederick, Diamos, Greg, He, Lynn, Parrish, Alicia, Kirk, Hannah Rose, Quaye, Jessica, Rastogi, Charvi, Kiela, Douwe, Jurado, David, Kanter, David, Mosquera, Rafael, Cukierski, Will, Ciro, Juan, Aroyo, Lora, Acun, Bilge, Chen, Lingjiao, Raje, Mehul, Bartolo, Max, Eyuboglu, Evan Sabri, Ghorbani, Amirata, Goodman, Emmett D, Howard, Addison, Inel, Oana, Kane, Tariq, Kirkpatrick, Christine R

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HexGen: Generative Inference of Large-Scale Foundation Model over Heterogeneous Decentralized Environment von Jiang, Youhe, Yan, Ran, Yao, Xiaozhe, Zhou, Yang, Chen, Beidi, Yuan, Binhang

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Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code von Nakamura, Taishi, Mishra, Mayank, Tedeschi, Simone, Chai, Yekun, Stillerman, Jason T, Friedrich, Felix, Yadav, Prateek, Laud, Tanmay, Chien, Vu Minh, Zhuo, Terry Yue, Misra, Diganta, Bogin, Ben, Vu, Xuan-Son, Karpinska, Marzena, Dantuluri, Arnav Varma, Kusa, Wojciech, Furlanello, Tommaso, Yokota, Rio, Muennighoff, Niklas, Pai, Suhas, Adewumi, Tosin, Laippala, Veronika, Yao, Xiaozhe, Junior, Adalberto, Ariyak, Alpay, Drozd, Aleksandr, Clive, Jordan, Gupta, Kshitij, Chen, Liangyu, Sun, Qi, Tsui, Ken, Persaud, Noah, Fahmy, Nour, Chen, Tianlong, Bansal, Mohit, Monti, Nicolo, Dang, Tai, Luo, Ziyang, Bui, Tien-Tung, Navigli, Roberto, Mehta, Virendra, Blumberg, Matthew, May, Victor, Nguyen, Huu, Pyysalo, Sampo

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DMLR: Data-centric Machine Learning Research -- Past, Present and Future von Oala, Luis, Maskey, Manil, Bat-Leah, Lilith, Parrish, Alicia, Gürel, Nezihe Merve, Kuo, Tzu-Sheng, Liu, Yang, Dror, Rotem, Brajovic, Danilo, Yao, Xiaozhe, Bartolo, Max, Rojas, William A Gaviria, Hileman, Ryan, Aliment, Rainier, Mahoney, Michael W, Risdal, Meg, Lease, Matthew, Samek, Wojciech, Dutta, Debojyoti, Northcutt, Curtis G, Coleman, Cody, Hancock, Braden, Koch, Bernard, Tadesse, Girmaw Abebe, Karlaš, Bojan, Alaa, Ahmed, Dieng, Adji Bousso, Noy, Natasha, Reddi, Vijay Janapa, Zou, James, Paritosh, Praveen, van der Schaar, Mihaela, Bollacker, Kurt, Aroyo, Lora, Zhang, Ce, Vanschoren, Joaquin, Guyon, Isabelle, Mattson, Peter

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SHiFT: An Efficient, Flexible Search Engine for Transfer Learning von Renggli, Cedric, Yao, Xiaozhe, Kolar, Luka, Rimanic, Luka, Klimovic, Ana, Zhang, Ce

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RedPajama: an Open Dataset for Training Large Language Models von Weber, Maurice, Fu, Daniel, Anthony, Quentin, Oren, Yonatan, Adams, Shane, Alexandrov, Anton, Lyu, Xiaozhong, Nguyen, Huu, Yao, Xiaozhe, Adams, Virginia, Athiwaratkun, Ben, Chalamala, Rahul, Chen, Kezhen, Ryabinin, Max, Dao, Tri, Liang, Percy, Ré, Christopher, Rish, Irina, Zhang, Ce

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DataPerf: Benchmarks for Data-Centric AI Development von Mazumder, Mark, Banbury, Colby, Yao, Xiaozhe, Karlaš, Bojan, Rojas, William Gaviria, Diamos, Sudnya, Diamos, Greg, He, Lynn, Parrish, Alicia, Kirk, Hannah Rose, Quaye, Jessica, Rastogi, Charvi, Kiela, Douwe, Jurado, David, Kanter, David, Mosquera, Rafael, Ciro, Juan, Aroyo, Lora, Acun, Bilge, Chen, Lingjiao, Raje, Mehul Smriti, Bartolo, Max, Eyuboglu, Sabri, Ghorbani, Amirata, Goodman, Emmett, Inel, Oana, Kane, Tariq, Kirkpatrick, Christine R, Kuo, Tzu-Sheng, Mueller, Jonas, Thrush, Tristan, Vanschoren, Joaquin, Warren, Margaret, Williams, Adina, Yeung, Serena, Ardalani, Newsha, Paritosh, Praveen, Bat-Leah, Lilith, Zhang, Ce, Zou, James, Wu, Carole-Jean, Coleman, Cody, Ng, Andrew, Mattson, Peter, Reddi, Vijay Janapa

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DMLR: Data-centric Machine Learning Research -- Past, Present and Future von Oala, Luis, Maskey, Manil, Bat-Leah, Lilith, Parrish, Alicia, Gürel, Nezihe Merve, Kuo, Tzu-Sheng, Liu, Yang, Rotem Dror, Brajovic, Danilo, Yao, Xiaozhe, Bartolo, Max, Gaviria Rojas, William A, Hileman, Ryan, Aliment, Rainier, Mahoney, Michael W, Risdal, Meg, Lease, Matthew, Samek, Wojciech, Dutta, Debojyoti, Northcutt, Curtis G, Coleman, Cody, Hancock, Braden, Koch, Bernard, Girmaw Abebe Tadesse, Karlaš, Bojan, Ahmed, Alaa, Adji Bousso Dieng, Noy, Natasha, Reddi, Vijay Janapa, Zou, James, Paritosh, Praveen, van der Schaar, Mihaela, Bollacker, Kurt, Aroyo, Lora, Zhang, Ce, Vanschoren, Joaquin, Guyon, Isabelle, Mattson, Peter

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Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order von Nakamura, Taishi, Mishra, Mayank, Tedeschi, Simone, Chai, Yekun, Stillerman, Jason T, Friedrich, Felix, Yadav, Prateek, Laud, Tanmay, Chien, Vu Minh, Terry Yue Zhuo, Misra, Diganta, Bogin, Ben, Xuan-Son Vu, Karpinska, Marzena, Arnav Varma Dantuluri, Kusa, Wojciech, Furlanello, Tommaso, Yokota, Rio, Muennighoff, Niklas, Pai, Suhas, Adewumi, Tosin, Laippala, Veronika, Yao, Xiaozhe, Junior, Adalberto, Alpay Ariyak, Drozd, Aleksandr, Jordan, Clive, Gupta, Kshitij, Chen, Liangyu, Sun, Qi, Tsui, Ken, Persaud, Noah, Fahmy, Nour, Chen, Tianlong, Bansal, Mohit, Monti, Nicolo, Dang, Tai, Luo, Ziyang, Tien-Tung Bui, Navigli, Roberto, Mehta, Virendra, Blumberg, Matthew, May, Victor, Nguyen, Huu, Pyysalo, Sampo

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DataPerf: Benchmarks for Data-Centric AI Development von Mazumder, Mark, Banbury, Colby, Yao, Xiaozhe, Karlaš, Bojan, William Gaviria Rojas, Diamos, Sudnya, Diamos, Greg, He, Lynn, Parrish, Alicia, Hannah Rose Kirk, Quaye, Jessica, Rastogi, Charvi, Kiela, Douwe, Jurado, David, Kanter, David, Mosquera, Rafael, Ciro, Juan, Aroyo, Lora, Acun, Bilge, Chen, Lingjiao, Mehul Smriti Raje, Bartolo, Max, Eyuboglu, Sabri, Ghorbani, Amirata, Goodman, Emmett, Inel, Oana, Kane, Tariq, Kirkpatrick, Christine R, Kuo, Tzu-Sheng, Mueller, Jonas, Thrush, Tristan, Vanschoren, Joaquin, Warren, Margaret, Williams, Adina, Yeung, Serena, Ardalani, Newsha, Paritosh, Praveen, Bat-Leah, Lilith, Zhang, Ce, Zou, James, Carole-Jean Wu, Coleman, Cody, Ng, Andrew, Mattson, Peter, Reddi, Vijay Janapa

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