Philipp Witte

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Hassan Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Weijian Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou

MSR-TR-2024-12 | August 2024

Published by Microsoft

Publication Video Download Project

Imaging and seismic modelling inside volcanoes using machine learning

Gareth Shane O'Brien, Christopher J. Bean, Hugo Meiland, Philipp Witte

Nature Scientific Reports | January 2023, Vol 13

Publication

Industry-scale CO2 Flow Simulations with Model-Parallel Fourier Neural Operators

Philipp Witte, Russell Hewett, Ranveer Chandra

NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022

Publication Project

Surrogate Modeling for Methane Dispersion Simulations Using Fourier Neural Operator

Qie Zhang, Micro Milletari, Yagna Oruganti, Philipp Witte

NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022

Proposal Track

Publication Project

SciAI4Industry – Solving PDEs for industry-scale problems with deep learning

Philipp Witte, Russell Hewett, Kumar Saurabh, AmirHossein Sojoodi, Ranveer Chandra

November 2022

Publication Project

Accelerating innovation with software abstractions for scalable computational geophysics

Mathias Louboutin, Philipp Witte, Ali Siahkoohi, Gabrio Rizzuti, Ziyi Yin, Rafael Orozco, Felix Herrmann

International Meeting for Applied Geoscience & Energy (IMAGE) | October 2022

Publication Project

Open Benchmarking Platform for Data Inversion Methods

Gerard Gorman, Fabio Luporini, Amik St-Cyr, Alexander Loddoch, A. Souza, Philipp Witte, Ken Hester, Fabrice Dupros, Mauricio Araya

Sixth EAGE High Performance Computing Workshop | September 2022

Publication Project

Low-cost time-lapse seismic imaging of CCS with the joint recovery model

Felix J. Herrmann, Mathias Louboutin, Ziyi Yin, Philipp Witte

IMAGE 2021 | September 2021

Workshop: Geophysical Challenges in Presalt Carbonates

Publication Project

InvertibleNetworks.jl – Memory efficient deep learning in Julia

Philipp Witte, Mathias Louboutin, Ali Siahkoohi, Felix J. Herrmann, Gabrio Rizzuti, Bas Peters

JuliaCon 2021 | July 2021

Publication Project

Redwood: A framework for clusterless supercomputing in the cloud

Philipp Witte

JuliaCon 2021 | July 2021

Publication Project

Preconditioned training of normalizing flows for variational inference in inverse problems

Ali Siahkoohi, Gabrio Rizzuti, Mathias Louboutin, Philipp Witte, Felix J. Herrmann

AABI 2021 | January 2021

Publication Project

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Hassan Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Weijian Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou

MSR-TR-2024-12 | August 2024

Published by Microsoft

Publication Video Download Project

Imaging and seismic modelling inside volcanoes using machine learning

Gareth Shane O'Brien, Christopher J. Bean, Hugo Meiland, Philipp Witte

Nature Scientific Reports | January 2023, Vol 13

Publication

Surrogate Modeling for Methane Dispersion Simulations Using Fourier Neural Operator

Qie Zhang, Micro Milletari, Yagna Oruganti, Philipp Witte

NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022

Proposal Track

Publication Project

Industry-scale CO2 Flow Simulations with Model-Parallel Fourier Neural Operators

Philipp Witte, Russell Hewett, Ranveer Chandra

NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022

Publication Project

SciAI4Industry – Solving PDEs for industry-scale problems with deep learning

Philipp Witte, Russell Hewett, Kumar Saurabh, AmirHossein Sojoodi, Ranveer Chandra

November 2022

Publication Project

InvertibleNetworks.jl – Memory efficient deep learning in Julia

Philipp Witte, Mathias Louboutin, Ali Siahkoohi, Felix J. Herrmann, Gabrio Rizzuti, Bas Peters

JuliaCon 2021 | July 2021

Publication Project

Redwood: A framework for clusterless supercomputing in the cloud

Philipp Witte

JuliaCon 2021 | July 2021

Publication Project

Preconditioned training of normalizing flows for variational inference in inverse problems

Ali Siahkoohi, Gabrio Rizzuti, Mathias Louboutin, Philipp Witte, Felix J. Herrmann

AABI 2021 | January 2021

Publication Project

SciAI4Industry – Solving PDEs for industry-scale problems with deep learning

Philipp Witte, Russell Hewett, Kumar Saurabh, AmirHossein Sojoodi, Ranveer Chandra

November 2022

Publication Project

Accelerating innovation with software abstractions for scalable computational geophysics

Mathias Louboutin, Philipp Witte, Ali Siahkoohi, Gabrio Rizzuti, Ziyi Yin, Rafael Orozco, Felix Herrmann

International Meeting for Applied Geoscience & Energy (IMAGE) | October 2022

Publication Project

Open Benchmarking Platform for Data Inversion Methods

Gerard Gorman, Fabio Luporini, Amik St-Cyr, Alexander Loddoch, A. Souza, Philipp Witte, Ken Hester, Fabrice Dupros, Mauricio Araya

Sixth EAGE High Performance Computing Workshop | September 2022

Publication Project

Low-cost time-lapse seismic imaging of CCS with the joint recovery model

Felix J. Herrmann, Mathias Louboutin, Ziyi Yin, Philipp Witte

IMAGE 2021 | September 2021

Workshop: Geophysical Challenges in Presalt Carbonates

Publication Project

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Hassan Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Weijian Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou

MSR-TR-2024-12 | August 2024

Published by Microsoft

Publication Video Download Project

Imaging and seismic modelling inside volcanoes using machine learning

Gareth Shane O'Brien, Christopher J. Bean, Hugo Meiland, Philipp Witte

Nature Scientific Reports | January 2023, Vol 13

Publication

SciAI4Industry – Solving PDEs for industry-scale problems with deep learning

Philipp Witte, Russell Hewett, Kumar Saurabh, AmirHossein Sojoodi, Ranveer Chandra

November 2022

Publication Project

Surrogate Modeling for Methane Dispersion Simulations Using Fourier Neural Operator

Qie Zhang, Micro Milletari, Yagna Oruganti, Philipp Witte

NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022

Proposal Track

Publication Project

Industry-scale CO2 Flow Simulations with Model-Parallel Fourier Neural Operators

Philipp Witte, Russell Hewett, Ranveer Chandra

NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022

Publication Project

Accelerating innovation with software abstractions for scalable computational geophysics

Mathias Louboutin, Philipp Witte, Ali Siahkoohi, Gabrio Rizzuti, Ziyi Yin, Rafael Orozco, Felix Herrmann

International Meeting for Applied Geoscience & Energy (IMAGE) | October 2022

Publication Project

Open Benchmarking Platform for Data Inversion Methods

Gerard Gorman, Fabio Luporini, Amik St-Cyr, Alexander Loddoch, A. Souza, Philipp Witte, Ken Hester, Fabrice Dupros, Mauricio Araya

Sixth EAGE High Performance Computing Workshop | September 2022

Publication Project

Low-cost time-lapse seismic imaging of CCS with the joint recovery model

Felix J. Herrmann, Mathias Louboutin, Ziyi Yin, Philipp Witte

IMAGE 2021 | September 2021

Workshop: Geophysical Challenges in Presalt Carbonates

Publication Project

InvertibleNetworks.jl – Memory efficient deep learning in Julia

Philipp Witte, Mathias Louboutin, Ali Siahkoohi, Felix J. Herrmann, Gabrio Rizzuti, Bas Peters

JuliaCon 2021 | July 2021

Publication Project

Redwood: A framework for clusterless supercomputing in the cloud

Philipp Witte

JuliaCon 2021 | July 2021

Publication Project

Preconditioned training of normalizing flows for variational inference in inverse problems

Ali Siahkoohi, Gabrio Rizzuti, Mathias Louboutin, Philipp Witte, Felix J. Herrmann

AABI 2021 | January 2021

Publication Project