Search Results - "Gitman, Igor"

Llama-Nemotron: Efficient Reasoning Models

Bercovich, Akhiad, Levy, Itay, Golan, Izik, Dabbah, Mohammad, El-Yaniv, Ran, Puny, Omri, Galil, Ido, Moshe, Zach, Ronen, Tomer, Nabwani, Najeeb, Shahaf, Ido, Tropp, Oren, Karpas, Ehud, Zilberstein, Ran, Zeng, Jiaqi, Singhal, Soumye, Bukharin, Alexander, Zhang, Yian, Konuk, Tugrul, Shen, Gerald, Mahabaleshwarkar, Ameya Sunil, Kartal, Bilal, Suhara, Yoshi, Delalleau, Olivier, Chen, Zijia, Wang, Zhilin, Mosallanezhad, David, Renduchintala, Adi, Qian, Haifeng, Rekesh, Dima, Jia, Fei, Majumdar, Somshubra, Noroozi, Vahid, Ahmad, Wasi Uddin, Narenthiran, Sean, Ficek, Aleksander, Samadi, Mehrzad, Huang, Jocelyn, Jain, Siddhartha, Gitman, Igor, Moshkov, Ivan, Du, Wei, Toshniwal, Shubham, Armstrong, George, Kisacanin, Branislav, Novikov, Matvei, Gitman, Daria, Bakhturina, Evelina, Scowcroft, Jane Polak, Kamalu, John, Su, Dan, Kong, Kezhi, Kliegl, Markus, Karimi, Rabeeh, Lin, Ying, Satheesh, Sanjeev, Parmar, Jupinder, Gundecha, Pritam, Norick, Brandon, Jennings, Joseph, Prabhumoye, Shrimai, Akter, Syeda Nahida, Patwary, Mostofa, Khattar, Abhinav, Narayanan, Deepak, Waleffe, Roger, Zhang, Jimmy, Su, Bor-Yiing, Huang, Guyue, Kong, Terry, Chadha, Parth, Jain, Sahil, Harvey, Christine, Segal, Elad, Huang, Jining, Kashirsky, Sergey, McQueen, Robert, Putterman, Izzy, Lam, George, Venkatesan, Arun, Wu, Sherry, Nguyen, Vinh, Kilaru, Manoj, Wang, Andrew, Warno, Anna, Somasamudramath, Abhilash, Bhaskar, Sandip, Dong, Maka, Assaf, Nave, Mor, Shahar, Argov, Omer Ullman, Junkin, Scot, Romanenko, Oleksandr, Larroy, Pedro, Katariya, Monika, Rovinelli, Marco, Balas, Viji, Edelman, Nicholas, Bhiwandiwalla, Anahita, Subramaniam, Muthu, Ithape, Smita, Ramamoorthy, Karthik, Wu, Yuting, Velury, Suguna Varshini, Almog, Omri, Daw, Joyjit, Fridman, Denys, Galinkin, Erick, Evans, Michael, Ghosh, Shaona, Luna, Katherine, Derczynski, Leon, Pope, Nikki, Long, Eileen, Schneider, Seth, Siman, Guillermo, Grzegorzek, Tomasz, Ribalta, Pablo, Alexiuk, Chris, Conway, Joey, Saar, Trisha, Guan, Ann, Pawelec, Krzysztof, Prayaga, Shyamala, Kuchaiev, Oleksii, Ginsburg, Boris, Olabiyi, Oluwatobi, Briski, Kari, Cohen, Jonathan, Catanzaro, Bryan, Alben, Jonah, Geifman, Yonatan, Chung, Eric

NeMo-Inspector: A Visualization Tool for LLM Generation Analysis

Gitman, Daria, Gitman, Igor, Bakhturina, Evelina

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Moshkov, Ivan, Hanley, Darragh, Sorokin, Ivan, Toshniwal, Shubham, Henkel, Christof, Schifferer, Benedikt, Du, Wei, Gitman, Igor

Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

NVIDIA, Blakeman, Aaron, Basant, Aarti, Khattar, Abhinav, Renduchintala, Adithya, Bercovich, Akhiad, Ficek, Aleksander, Bjorlin, Alexis, Taghibakhshi, Ali, Deshmukh, Amala Sanjay, Mahabaleshwarkar, Ameya Sunil, Tao, Andrew, Shors, Anna, Aithal, Ashwath, Poojary, Ashwin, Dattagupta, Ayush, Buddharaju, Balaram, Chen, Bobby, Ginsburg, Boris, Wang, Boxin, Norick, Brandon, Butterfield, Brian, Catanzaro, Bryan, del Mundo, Carlo, Dong, Chengyu, Harvey, Christine, Parisien, Christopher, Su, Dan, Korzekwa, Daniel, Yin, Danny, Gitman, Daria, Mosallanezhad, David, Narayanan, Deepak, Fridman, Denys, Rekesh, Dima, Ma, Ding, Pykhtar, Dmytro, Ahn, Dong, Riach, Duncan, Stosic, Dusan, Long, Eileen, Segal, Elad, Evans, Ellie, Chung, Eric, Galinkin, Erick, Bakhturina, Evelina, Dobrowolska, Ewa, Jia, Fei, Liu, Fuxiao, Prasad, Gargi, Shen, Gerald, Liu, Guilin, Chen, Guo, Qian, Haifeng, Ngo, Helen, Liu, Hongbin, Li, Hui, Gitman, Igor, Karmanov, Ilia, Moshkov, Ivan, Golan, Izik, Kautz, Jan, Scowcroft, Jane Polak, Casper, Jared, Seppanen, Jarno, Lu, Jason, Sewall, Jason, Zeng, Jiaqi, You, Jiaxuan, Zhang, Jimmy, Zhang, Jing, Huang, Jining, Xue, Jinze, Huang, Jocelyn, Conway, Joey, Kamalu, John, Barker, Jon, Cohen, Jonathan, Jennings, Joseph, Parmar, Jupinder, Sapra, Karan, Briski, Kari, Chumachenko, Kateryna, Luna, Katherine, Santhanam, Keshav, Kong, Kezhi, Sivamani, Kirthi, Pawelec, Krzysztof, Anik, Kumar, Li, Kunlun, McAfee, Lawrence, Derczynski, Leon, Pavao, Lindsey, Vega, Luis, Voegtle, Lukas, Bala, Maciej, de Melo, Maer Rodrigues, Sreedhar, Makesh Narsimhan, Chochowski, Marcin, Kliegl, Markus, Stepniewska-Dziubinska, Marta, Le, Matthieu, Novikov, Matvei, Samadi, Mehrzad, Andersch, Michael, Evans, Michael, Martinez, Miguel, Chrzanowski, Mike, Ranzinger, Mike, Blaz, Mikolaj, Smelyanskiy, Misha, Fawzy, Mohamed, Shoeybi, Mohammad, Patwary, Mostofa, Lee, Nayeon, Tajbakhsh, Nima, Xu, Ning, Rybakov, Oleg, Kuchaiev, Oleksii, Delalleau, Olivier, Nitski, Osvald, Chadha, Parth, Shamis, Pasha, Micikevicius, Paulius, Molchanov, Pavlo, Dykas, Peter, Fischer, Philipp, Aquilanti, Pierre-Yves, Bialecki, Piotr, Varshney, Prasoon, Gundecha, Pritam, Tredak, Przemek, Karimi, Rabeeh, Kandu, Rahul, El-Yaniv, Ran, Joshi, Raviraj, Waleffe, Roger, Zhang, Ruoxi, Kavanaugh, Sabrina, Jain, Sahil, Kriman, Samuel, Lym, Sangkug, Satheesh, Sanjeev, Muralidharan, Saurav, Narenthiran, Sean, Anandaraj, Selvaraj, Bak, Seonmyeong, Kashirsky, Sergey, Han, Seungju, Acharya, Shantanu, Ghosh, Shaona, Sreenivas, Sharath Turuvekere, Clay, Sharon, Thomas, Shelby, Prabhumoye, Shrimai, Pachori, Shubham, Toshniwal, Shubham, Prayaga, Shyamala, Jain, Siddhartha, Das, Sirshak, Kierat, Slawek, Majumdar, Somshubra, Han, Song, Singhal, Soumye, Niverty, Sriharsha, Alborghetti, Stefania, Panguluri, Suseella, Bhendigeri, Swetha, Akter, Syeda Nahida, Migacz, Szymon, Shiri, Tal, Kong, Terry, Roman, Timo, Ronen, Tomer, Saar, Trisha, Konuk, Tugrul, Rintamaki, Tuomas, Poon, Tyler, De, Ushnish, Noroozi, Vahid, Singh, Varun, Korthikanti, Vijay, Kurin, Vitaly, Ahmad, Wasi Uddin, Du, Wei, Ping, Wei, Dai, Wenliang, Byeon, Wonmin, Ren, Xiaowei, Xu, Yao, Choi, Yejin, Zhang, Yian, Lin, Ying, Suhara, Yoshi, Yu, Zhiding, Li, Zhiqi, Li, Zhiyu, Zhu, Zhongbo, Yang, Zhuolin, Chen, Zijia

OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Toshniwal, Shubham, Du, Wei, Moshkov, Ivan, Kisacanin, Branislav, Ayrapetyan, Alexan, Gitman, Igor

Nemotron-4 340B Technical Report

Nvidia, Adler, Bo, Agarwal, Niket, Aithal, Ashwath, Anh, Dong H., Bhattacharya, Pallab, Brundyn, Annika, Casper, Jared, Catanzaro, Bryan, Clay, Sharon, Cohen, Jonathan, Das, Sirshak, Dattagupta, Ayush, Delalleau, Olivier, Derczynski, Leon, Dong, Yi, Egert, Daniel, Evans, Ellie, Ficek, Aleksander, Fridman, Denys, Ghosh, Shaona, Ginsburg, Boris, Gitman, Igor, Grzegorzek, Tomasz, Hero, Robert, Huang, Jining, Jawa, Vibhu, Jennings, Joseph, Jhunjhunwala, Aastha, Kamalu, John, Khan, Sadaf, Kuchaiev, Oleksii, LeGresley, Patrick, Li, Hui, Liu, Jiwei, Liu, Zihan, Long, Eileen, Mahabaleshwarkar, Ameya Sunil, Majumdar, Somshubra, Maki, James, Martinez, Miguel, de Melo, Maer Rodrigues, Moshkov, Ivan, Narayanan, Deepak, Narenthiran, Sean, Navarro, Jesus, Nguyen, Phong, Nitski, Osvald, Noroozi, Vahid, Nutheti, Guruprasad, Parisien, Christopher, Parmar, Jupinder, Patwary, Mostofa, Pawelec, Krzysztof, Ping, Wei, Prabhumoye, Shrimai, Roy, Rajarshi, Saar, Trisha, Sabavat, Vasanth Rao Naik, Satheesh, Sanjeev, Scowcroft, Jane Polak, Sewall, Jason, Shamis, Pavel, Shen, Gerald, Shoeybi, Mohammad, Sizer, Dave, Smelyanskiy, Misha, Soares, Felipe, Sreedhar, Makesh Narsimhan, Su, Dan, Subramanian, Sandeep, Sun, Shengyang, Toshniwal, Shubham, Wang, Hao, Wang, Zhilin, You, Jiaxuan, Zeng, Jiaqi, Zhang, Jimmy, Zhang, Jing, Zhang, Vivienne, Zhang, Yian, Zhu, Chen

Powerful and Extensible WFST Framework for Rnn-Transducer Losses

Laptev, Aleksandr, Bataev, Vladimir, Gitman, Igor, Ginsburg, Boris

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset

Toshniwal, Shubham, Moshkov, Ivan, Narenthiran, Sean, Gitman, Daria, Jia, Fei, Gitman, Igor

Confidence-based Ensembles of End-to-End Speech Recognition Models

Gitman, Igor, Lavrukhin, Vitaly, Laptev, Aleksandr, Ginsburg, Boris

Understanding the Role of Momentum in Stochastic Gradient Methods

Gitman, Igor, Lang, Hunter, Zhang, Pengchuan, Xiao, Lin

Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq

Kuchaiev, Oleksii, Ginsburg, Boris, Gitman, Igor, Lavrukhin, Vitaly, Li, Jason, Nguyen, Huyen, Case, Carl, Micikevicius, Paulius

Novel Prediction Techniques Based on Clusterwise Linear Regression

Gitman, Igor, Chen, Jieshi, Lei, Eric, Dubrawski, Artur

Convergence Analysis of Gradient Descent Algorithms with Proportional Updates

Gitman, Igor, Dilipkumar, Deepak, Parr, Ben

Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification

Gitman, Igor, Ginsburg, Boris

Large Batch Training of Convolutional Networks

You, Yang, Gitman, Igor, Ginsburg, Boris