Jacob Portes

According to our database, Jacob Portes authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

LoRA Learns Less and Forgets Less.

Dan Biderman, Jose Javier Gonzalez Ortiz, Jacob Portes, Mansheej Paul, Philip Greengard, Connor Jennings, Daniel King, Sam Havens, Vitaliy Chiley, Jonathan Frankle, Cody Blakeney, John P. Cunningham

CoRR, 2024

Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws.

Nikhil Sardana, Jacob Portes, Sasha Doubov, Jonathan Frankle

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms.

Aditi Jha, Sam Havens, Jeremy Dohmann, Alex Trott, Jacob Portes

CoRR, 2023

MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining.

Jacob Portes, Alexander Trott, Sam Havens, Daniel King, Abhinav Venigalla, Moin Nadeem, Nikhil Sardana, Daya Khudia, Jonathan Frankle

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Fast Benchmarking of Accuracy vs. Training Time with Cyclic Learning Rates.

Jacob Portes, Davis W. Blalock, Cory Stephenson, Jonathan Frankle

CoRR, 2022