Search Results - "Thakker, Urmish"

Synthetic Document Question Answering in Hungarian

Li, Jonathan, Csaki, Zoltan, Hiremath, Nidhi, Guha, Etash, Hong, Fenglu, Ma, Edward, Thakker, Urmish

SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts

Prabhakar, Raghu, Sivaramakrishnan, Ram, Gandhi, Darshan, Du, Yun, Wang, Mingran, Song, Xiangyu, Zhang, Kejie, Gao, Tianren, Wang, Angela, Li, Xiaoyan, Sheng, Yongning, Brot, Joshua, Sokolov, Denis, Vivek, Apurv, Leung, Calvin, Sabnis, Arjun, Bai, Jiayu, Zhao, Tuowen, Gottscho, Mark, Jackson, David, Luttrell, Mark, Shah, Manish K., Chen, Zhengyu, Liang, Kaizhao, Jain, Swayambhoo, Thakker, Urmish, Huang, Dawei, Jairath, Sumti, Brown, Kevin J., Olukotun, Kunle

2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO)

Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions

Amini, Hadi, Mia, Md Jueal, Saadati, Yasaman, Imteaj, Ahmed, Nabavirazavi, Seyedsina, Thakker, Urmish, Hossain, Md Zarif, Fime, Awal Ahmed, Iyengar, S. S.

LLMs Know What to Drop: Self-Attention Guided KV Cache Eviction for Efficient Long-Context Inference

Wang, Guangtao, Upasani, Shubhangi, Wu, Chen, Gandhi, Darshan, Li, Jonathan, Hu, Changran, Li, Bo, Thakker, Urmish

Training Domain Draft Models for Speculative Decoding: Best Practices and Insights

Hong, Fenglu, Raju, Ravi, Li, Jonathan Lingjie, Li, Bo, Thakker, Urmish, Ravichandran, Avinash, Jain, Swayambhoo, Hu, Changran

SubgoalXL: Subgoal-based Expert Learning for Theorem Proving

Zhao, Xueliang, Zheng, Lin, Bo, Haige, Hu, Changran, Thakker, Urmish, Kong, Lingpeng

Constructing Domain-Specific Evaluation Sets for LLM-as-a-judge

Raju, Ravi, Jain, Swayambhoo, Li, Bo, Li, Jonathan, Thakker, Urmish

SambaLingo: Teaching Large Language Models New Languages

Csaki, Zoltan, Li, Bo, Li, Jonathan, Xu, Qiantong, Pawakapan, Pian, Zhang, Leon, Du, Yun, Zhao, Hengyu, Hu, Changran, Thakker, Urmish

Efficiently Adapting Pretrained Language Models To New Languages

Csaki, Zoltan, Pawakapan, Pian, Thakker, Urmish, Xu, Qiantong

Training Large Language Models Efficiently with Sparsity and Dataflow

Srinivasan, Venkat, Gandhi, Darshan, Thakker, Urmish, Prabhakar, Raghu

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Workshop, BigScience, Scao, Teven Le, Fan, Angela, Akiki, Christopher, Pavlick, Ellie, Ilić, Suzana, Hesslow, Daniel, Castagné, Roman, Luccioni, Alexandra Sasha, Yvon, François, Gallé, Matthias, Tow, Jonathan, Rush, Alexander M., Biderman, Stella, Webson, Albert, Ammanamanchi, Pawan Sasanka, Wang, Thomas, Sagot, Benoît, Muennighoff, Niklas, del Moral, Albert Villanova, Ruwase, Olatunji, Bawden, Rachel, Bekman, Stas, McMillan-Major, Angelina, Beltagy, Iz, Nguyen, Huu, Saulnier, Lucile, Tan, Samson, Suarez, Pedro Ortiz, Sanh, Victor, Laurençon, Hugo, Jernite, Yacine, Launay, Julien, Mitchell, Margaret, Raffel, Colin, Gokaslan, Aaron, Simhi, Adi, Soroa, Aitor, Aji, Alham Fikri, Alfassy, Amit, Rogers, Anna, Nitzav, Ariel Kreisberg, Xu, Canwen, Mou, Chenghao, Emezue, Chris, Klamm, Christopher, Leong, Colin, van Strien, Daniel, Adelani, David Ifeoluwa, Radev, Dragomir, Ponferrada, Eduardo González, Levkovizh, Efrat, Kim, Ethan, Natan, Eyal Bar, De Toni, Francesco, Dupont, Gérard, Kruszewski, Germán, Pistilli, Giada, Elsahar, Hady, Benyamina, Hamza, Tran, Hieu, Yu, Ian, Abdulmumin, Idris, Johnson, Isaac, Gonzalez-Dios, Itziar, de la Rosa, Javier, Chim, Jenny, Dodge, Jesse, Zhu, Jian, Chang, Jonathan, Frohberg, Jörg, Tobing, Joseph, Bhattacharjee, Joydeep, Almubarak, Khalid, Chen, Kimbo, Lo, Kyle, Von Werra, Leandro, Weber, Leon, Phan, Long, allal, Loubna Ben, Tanguy, Ludovic, Dey, Manan, Muñoz, Manuel Romero, Masoud, Maraim, Grandury, María, Šaško, Mario, Huang, Max, Coavoux, Maximin, Singh, Mayank, Jiang, Mike Tian-Jian, Vu, Minh Chien, Jauhar, Mohammad A., Ghaleb, Mustafa, Subramani, Nishant, Kassner, Nora, Khamis, Nurulaqilla, Nguyen, Olivier, Espejel, Omar, de Gibert, Ona, Villegas, Paulo, Henderson, Peter, Colombo, Pierre, Amuok, Priscilla, Lhoest, Quentin, Harliman, Rheza, Bommasani, Rishi, López, Roberto Luis, Ribeiro, Rui, Osei, Salomey, Pyysalo, Sampo, Nagel, Sebastian, Bose, Shamik, Muhammad, Shamsuddeen Hassan, Sharma, Shanya, Longpre, Shayne, Nikpoor, Somaieh, Silberberg, Stanislav, Pai, Suhas, Zink, Sydney, Torrent, Tiago Timponi, Schick, Timo, Thrush, Tristan, Danchev, Valentin, Nikoulina, Vassilina, Laippala, Veronika, Lepercq, Violette, Prabhu, Vrinda, Alyafeai, Zaid, Talat, Zeerak, Raja, Arun, Heinzerling, Benjamin, Si, Chenglei, Taşar, Davut Emre, Salesky, Elizabeth, Mielke, Sabrina J., Lee, Wilson Y., Sharma, Abheesht, Santilli, Andrea, Chaffin, Antoine, Stiegler, Arnaud, Datta, Debajyoti, Szczechla, Eliza, Chhablani, Gunjan, Wang, Han, Pandey, Harshit, Strobelt, Hendrik, Fries, Jason Alan, Rozen, Jos, Gao, Leo, Sutawika, Lintang, Bari, M Saiful, Al-shaibani, Maged S., Manica, Matteo, Nayak, Nihal, Teehan, Ryan, Albanie, Samuel, Shen, Sheng, Ben-David, Srulik, Bach, Stephen H., Kim, Taewoon, Bers, Tali, Fevry, Thibault, Neeraj, Trishala, Thakker, Urmish, Raunak, Vikas, Tang, Xiangru, Yong, Zheng-Xin, Sun, Zhiqing, Brody, Shaked, Uri, Yallow, Tojarieh, Hadar, Roberts, Adam, Chung, Hyung Won, Tae, Jaesung, Phang, Jason, Press, Ofir, Li, Conglong, Narayanan, Deepak, Bourfoune, Hatim, Casper, Jared, Rasley, Jeff, Ryabinin, Max, Mishra, Mayank, Zhang, Minjia, Shoeybi, Mohammad, Peyrounette, Myriam, Patry, Nicolas, Tazi, Nouamane, Sanseviero, Omar, von Platen, Patrick, Cornette, Pierre, Lavallée, Pierre François, Lacroix, Rémi, Rajbhandari, Samyam, Gandhi, Sanchit, Smith, Shaden, Requena, Stéphane, Patil, Suraj, Dettmers, Tim, Baruwa, Ahmed, Singh, Amanpreet, Cheveleva, Anastasia, Ligozat, Anne-Laure, Subramonian, Arjun, Névéol, Aurélie, Lovering, Charles, Garrette, Dan, Tunuguntla, Deepak, Reiter, Ehud, Taktasheva, Ekaterina, Voloshina, Ekaterina, Bogdanov, Eli, Winata, Genta Indra, Schoelkopf, Hailey, Kalo, Jan-Christoph, Novikova, Jekaterina, Forde, Jessica Zosa, Clive, Jordan, Kasai, Jungo, Kawamura, Ken, Hazan, Liam, Carpuat, Marine, Clinciu, Miruna, Kim, Najoung, Cheng, Newton, Serikov, Oleg, Antverg, Omer, van der Wal, Oskar, Zhang, Rui, Zhang, Ruochen, Gehrmann, Sebastian, Mirkin, Shachar, Pais, Shani, Shavrina, Tatiana, Scialom, Thomas, Yun, Tian, Limisiewicz, Tomasz, Rieser, Verena, Protasov, Vitaly, Mikhailov, Vladislav, Pruksachatkun, Yada, Belinkov, Yonatan, Bamberger, Zachary, Kasner, Zdeněk, Rueda, Alice, Pestana, Amanda, Feizpour, Amir, Khan, Ammar, Faranak, Amy, Santos, Ana, Hevia, Anthony, Unldreaj, Antigona, Aghagol, Arash, Abdollahi, Arezoo, Tammour, Aycha, HajiHosseini, Azadeh, Behroozi, Bahareh, Ajibade, Benjamin, Saxena, Bharat, Ferrandis, Carlos Muñoz, McDuff, Daniel, Contractor, Danish, Lansky, David, David, Davis, Kiela, Douwe, Nguyen, Duong A., Tan, Edward, Baylor, Emi, Ozoani, Ezinwanne, Mirza, Fatima, Ononiwu, Frankline, Rezanejad, Habib, Jones, Hessie, Bhattacharya, Indrani, Solaiman, Irene, Sedenko, Irina, Nejadgholi, Isar, Passmore, Jesse, Seltzer, Josh, Sanz, Julio Bonis, Dutra, Livia, Samagaio, Mairon, Elbadri, Maraim, Mieskes, Margot, Gerchick, Marissa, Akinlolu, Martha, McKenna, Michael, Qiu, Mike, Ghauri, Muhammed, Burynok, Mykola, Abrar, Nafis, Rajani, Nazneen, Elkott, Nour, Fahmy, Nour, Samuel, Olanrewaju, An, Ran, Kromann, Rasmus, Hao, Ryan, Alizadeh, Samira, Shubber, Sarmad, Wang, Silas, Roy, Sourav, Viguier, Sylvain, Le, Thanh, Oyebade, Tobi, Le, Trieu, Yang, Yoyo, Nguyen, Zach, Kashyap, Abhinav Ramesh, Palasciano, Alfredo, Callahan, Alison, Shukla, Anima, Miranda-Escalada, Antonio, Singh, Ayush, Beilharz, Benjamin, Wang, Bo, Brito, Caio, Zhou, Chenxi, Jain, Chirag, Xu, Chuxin, Fourrier, Clémentine, Periñán, Daniel León, Molano, Daniel, Yu, Dian, Manjavacas, Enrique, Barth, Fabio, Fuhrimann, Florian, Altay, Gabriel, Bayrak, Giyaseddin, Burns, Gully, Vrabec, Helena U., Bello, Imane, Dash, Ishani, Kang, Jihyun, Giorgi, John, Golde, Jonas, Posada, Jose David, Sivaraman, Karthik Rangasai, Bulchandani, Lokesh, Liu, Lu, Shinzato, Luisa, de Bykhovetz, Madeleine Hahn, Takeuchi, Maiko, Pàmies, Marc, Castillo, Maria A, Nezhurina, Marianna, Sänger, Mario, Samwald, Matthias, Cullan, Michael, Weinberg, Michael, De Wolf, Michiel, Mihaljcic, Mina, Liu, Minna, Freidank, Moritz, Kang, Myungsun, Seelam, Natasha, Dahlberg, Nathan, Broad, Nicholas Michio, Muellner, Nikolaus, Fung, Pascale, Haller, Patrick, Chandrasekhar, Ramya, Eisenberg, Renata, Martin, Robert, Canalli, Rodrigo, Su, Rosaline, Su, Ruisi, Cahyawijaya, Samuel, Garda, Samuele, Deshmukh, Shlok S, Mishra, Shubhanshu, Kiblawi, Sid, Ott, Simon, Sang-aroonsiri, Sinee, Kumar, Srishti, Schweter, Stefan, Bharati, Sushil, Laud, Tanmay, Gigant, Théo, Kainuma, Tomoya, Kusa, Wojciech, Labrak, Yanis, Bajaj, Yash Shailesh, Venkatraman, Yash, Xu, Yifan, Xu, Yingxin, Xu, Yu, Tan, Zhe, Xie, Zhongli, Ye, Zifan, Bras, Mathilde, Belkada, Younes, Wolf, Thomas

Ternary MobileNets via Per-Layer Hybrid Filter Banks

Gope, Dibakar, Beu, Jesse, Thakker, Urmish, Mattina, Matthew

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Pushing the limits of RNN Compression

Thakker, Urmish, Fedorov, Igor, Beu, Jesse, Gope, Dibakar, Zhou, Chu, Dasika, Ganesh, Mattina, Matthew

2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing - NeurIPS Edition (EMC2-NIPS)

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts

Bach, Stephen H., Sanh, Victor, Yong, Zheng-Xin, Webson, Albert, Raffel, Colin, Nayak, Nihal V., Sharma, Abheesht, Kim, Taewoon, Bari, M Saiful, Fevry, Thibault, Alyafeai, Zaid, Dey, Manan, Santilli, Andrea, Sun, Zhiqing, Ben-David, Srulik, Xu, Canwen, Chhablani, Gunjan, Wang, Han, Fries, Jason Alan, Al-shaibani, Maged S., Sharma, Shanya, Thakker, Urmish, Almubarak, Khalid, Tang, Xiangru, Radev, Dragomir, Jiang, Mike Tian-Jian, Rush, Alexander M.

Multitask Prompted Training Enables Zero-Shot Task Generalization

Sanh, Victor, Webson, Albert, Raffel, Colin, Bach, Stephen H., Sutawika, Lintang, Alyafeai, Zaid, Chaffin, Antoine, Stiegler, Arnaud, Scao, Teven Le, Raja, Arun, Dey, Manan, Bari, M Saiful, Xu, Canwen, Thakker, Urmish, Sharma, Shanya Sharma, Szczechla, Eliza, Kim, Taewoon, Chhablani, Gunjan, Nayak, Nihal, Datta, Debajyoti, Chang, Jonathan, Jiang, Mike Tian-Jian, Wang, Han, Manica, Matteo, Shen, Sheng, Yong, Zheng Xin, Pandey, Harshit, Bawden, Rachel, Wang, Thomas, Neeraj, Trishala, Rozen, Jos, Sharma, Abheesht, Santilli, Andrea, Fevry, Thibault, Fries, Jason Alan, Teehan, Ryan, Bers, Tali, Biderman, Stella, Gao, Leo, Wolf, Thomas, Rush, Alexander M.

Run-Time Efficient RNN Compression for Inference on Edge Devices

Thakker, Urmish, Beu, Jesse, Gope, Dibakar, Dasika, Ganesh, Mattina, Matthew

2019 2nd Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications (EMC2)

MLPerf Tiny Benchmark

Banbury, Colby, Reddi, Vijay Janapa, Torelli, Peter, Holleman, Jeremy, Jeffries, Nat, Kiraly, Csaba, Montino, Pietro, Kanter, David, Ahmed, Sebastian, Pau, Danilo, Thakker, Urmish, Torrini, Antonio, Warden, Peter, Cordaro, Jay, Di Guglielmo, Giuseppe, Duarte, Javier, Gibellini, Stephen, Parekh, Videet, Tran, Honson, Tran, Nhan, Wenxu, Niu, Xuesong, Xu

Doping: A technique for efficient compression of LSTM models using sparse structured additive matrices

Thakker, Urmish, Whatmough, Paul N., Liu, Zhigang, Mattina, Matthew, Beu, Jesse

MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers

Banbury, Colby, Zhou, Chuteng, Fedorov, Igor, Navarro, Ramon Matas, Thakker, Urmish, Gope, Dibakar, Reddi, Vijay Janapa, Mattina, Matthew, Whatmough, Paul N.

Rank and run-time aware compression of NLP Applications

Thakker, Urmish, Beu, Jesse, Gope, Dibakar, Dasika, Ganesh, Mattina, Matthew