Sam Adé Jacobs

Most-cited papers

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

   Marah Abdin, Sam Adé Jacobs, A. Awan, J. Aneja +85 more

   2024arXiv.org2,593 citations

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2. System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models

   Sam Adé Jacobs, Masahiro Tanaka, Cheng-Ming Zhang, Min-Jia Zhang +4 more

   2024IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum93 citations

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3. ZeRO++: Extremely Efficient Collective Communication for Large Model Training

   Guan-Hua Wang, He-Yang Qin, Sam Adé Jacobs, Xiaoxia Wu +7 more

   2024International Conference on Learning Representations30 citations

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4. Enabling rapid COVID-19 small molecule drug design through scalable deep learning of generative models

   Sam Adé Jacobs, Tim Moon, K. McLoughlin, Derek Jones +8 more

   2021The international journal of high performance computing applications28 citations Open access

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5. Universal Checkpointing: A Flexible and Efficient Distributed Checkpointing System for Large-Scale DNN Training with Reconfigurable Parallelism

   Xinyu Lian, Sam Adé Jacobs, Lev Kurilenko, Masahiro Tanaka +3 more

   2024USENIX Annual Technical Conference23 citations

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6. Universal Checkpointing: Efficient and Flexible Checkpointing for Large Scale Distributed Training

   Xinyu Lian, Sam Adé Jacobs, Lev Kurilenko, Masahiro Tanaka +3 more

   2024arXiv.org18 citations

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7. Training Ultra Long Context Language Model with Fully Pipelined Distributed Transformer

   Jinghan Yao, Sam Adé Jacobs, Masahiro Tanaka, Olatunji Ruwase +3 more

   2024Conference on Machine Learning and Systems13 citations

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8. MAC-Attention: a Match-Amend-Complete Scheme for Fast and Accurate Attention Computation

   Jinghan Yao, Sam Adé Jacobs, Walid Krichene, Masahiro Tanaka +1 more

   2026arXiv.org1 citations

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9. LongVU-TTT: Causal Test-Time Training for Visual Resampling in Long Video Understanding

   Mahmoud Ahmed, Sameh Abdulah, Olatunji Ruwase, Sam Adé Jacobs +2 more

   20260 citations

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10. Cross-Layer Energy Analysis of Multimodal Training on Grace Hopper Superchips

    Mahmoud Ahmed, Sameh Abdulah, Olatunji Ruwase, Sam Adé Jacobs +3 more

    2026arXiv.org0 citations

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11. Evaluating Design Choices in Verifiable Generation with Open-source Models

    Shuyang Cao, Lu Wang, Marah Abdin, Jy-oti Aneja +496 more

    2025Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)0 citations Open access

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12. Rulebreakers Challenge: Revealing a Blind Spot in Large Language Models’ Reasoning with Formal Logic

    Jason Chan, Robert J. Gaizauskas, Zhixue Zhao, Marah Abdin +334 more

    0 citations

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