Jack FitzGerald

Researcher, AGI, Amazon

Joined

January 2022

Names

Jack FitzGerald (Preferred)

Emails

****@amazon.com (Confirmed)

****@pm.me (Confirmed)

Personal Links

Google Scholar

Semantic Scholar

Career & Education History

Researcher

AGI, Amazon (amazon.com)

2015 – Present

Advisors, Relations & Conflicts

Coworker

Gokhan Tur

2020 – 2023

Expertise

large language models

2020 – Present

deep learning

2017 – Present

Publications

EdgeRunner 20B: Military Task Parity with GPT-5 while Running on the Edge
Jack FitzGerald, Aristotelis Lazaridis, Dylan Bates, Aman Sharma, Jonnathan Castillo, Yousif Azami, Sean Bailey, Jeremy Cao, Peter Damianov, Kevin de Haan, Luke Kerbs, Vincent Lu, Joseph Madigan, Jeremy McLaurin, Jonathan Tainer, Dave Anderson, Jonathan Beck, Jamie Cuticello, Colton Malkerson, Tyler Saltsman
- CoRR 2025
- Readers: Everyone
PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint
Bhoomit Vasani, Jack FitzGerald, Anjie Fang, Sushmit Vaish
- NeurIPS 2025 ER Workshop
- Readers: Everyone
PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint
Bhoomit Vasani, Jack FitzGerald, Anjie Fang, Sushmit Vaish
- CoRR 2025
- Readers: Everyone
Document Haystack: A Long Context Multimodal Image/Document Understanding Vision LLM Benchmark
Goeric Huybrechts, Srikanth Ronanki, Sai Muralidhar Jayanthi, Jack FitzGerald, Srinivasan Veeravanallur
- CoRR 2025
- Readers: Everyone
Wanda++: Pruning Large Language Models via Regional Gradients
Yifan Yang, Kai Zhen, Bhavana Ganesh, Aram Galstyan, Goeric Huybrechts, Markus Müller, Jonas M. Kübler, Rupak Vignesh Swaminathan, Athanasios Mouchtaris, Sravan Babu Bodapati, Nathan Susanj, Zheng Zhang, Jack FitzGerald, Abhishek Kumar
- CoRR 2025
- Readers: Everyone
Wanda++: Pruning Large Language Models via Regional Gradients
Yifan Yang, Kai Zhen, Bhavana Ganesh, Aram Galstyan, Goeric Huybrechts, Markus Müller, Jonas M. Kübler, Rupak Vignesh Swaminathan, Athanasios Mouchtaris, Sravan Babu Bodapati, Nathan Susanj, Zheng Zhang, Jack FitzGerald, Abhishek Kumar
- SLLM
- Readers: Everyone
Converting the Point of View of Messages Spoken to Virtual Assistants
Isabelle Lee, Vera Zu, Sai Srujana Buddi, Dennis Liang, Pulva Kulkarni, Jack FitzGerald
- Findings of EMNLP
- Readers: Everyone
MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources
Dongkyu Lee, Chandana Satya Prakash, Jack FitzGerald, Jens Lehmann
- ACL (Findings) 2024
- Readers: Everyone
QuAILoRA: Quantization-Aware Initialization for LoRA
Neal Lawton, Aishwarya Padmakumar, Judith Gaspers, Jack FitzGerald, Anoop Kumar, Greg Ver Steeg, Aram Galstyan
- ENLSP 2024
- Readers: Everyone

View all 20 publications

Co-Authors

View all 112 co-authors