Roboflow 100: A Rich, Multi-Domain Object Detection Benchmark. - Floriana Ciaglia; Francesco Saverio Zuppichini; Paul Guerrie; Mark McQuade; Jacob Solawetz (CoRR, 2022)

Arcee's MergeKit: A Toolkit for Merging Large Language Models. - Charles Goddard; Shamane Siriwardhana; Malikeh Ehghaghi; Luke Meyers; Vladimir Karpukhin; Brian Benedict; Mark McQuade; Jacob Solawetz (EMNLP (Industry Track), 2024)

Domain Adaptation of Llama3-70B-Instruct through Continual Pre-Training and Model Merging: A Comprehensive Evaluation. - Shamane Siriwardhana; Mark McQuade; Thomas Gauthier; Lucas Atkins; Fernando Fernandes Neto; Luke Meyers; Anneketh Vij; Tyler Odenthal; Charles Goddard; Mary MacCarthy; Jacob Solawetz (CoRR, 2024)

Merging in a Bottle: Differentiable Adaptive Merging (DAM) and the Path from Averaging to Automation. - Thomas Gauthier-Caron; Shamane Siriwardhana; Elliot Stein; Malikeh Ehghaghi; Charles Goddard; Mark McQuade; Jacob Solawetz; Maxime Labonne (CoRR, 2024)