Mark McQuade

1. Arcee's MergeKit: A Toolkit for Merging Large Language Models
   2024/03/20 by Charles Goddard, Shamane Siriwardhana, Goddard, Charles +13 · 1 voice · 59 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.AI #cs.CL #cs.LG
2. Deep Lake: a Lakehouse for Deep Learning
   2022/09/22 by Sasun Hambardzumyan, Abhinav Tuli, Hambardzumyan, Sasun +19 · 1 voice · 5 citations
   Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Cloud Computing and Resource Management #Computer Vision and Pattern Recognition (cs.CV) #Data Quality and Management #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC) #cs.AI #cs.CV #cs.DB #cs.DC
3. Arcee Trinity Large Technical Report
   2026/02/19 by Varun Singh, Lucas Krauss, Sami Jaghouar +23 · 1 voice · 2 citations
   #cs.LG #cs.CL
4. Domain Adaptation of Llama3-70B-Instruct through Continual Pre-Training and Model Merging: A Comprehensive Evaluation
   2024/06/21 by Shamane Siriwardhana, Siriwardhana, Shamane, Mark McQuade +19 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Speech Recognition and Synthesis
5. Merging in a Bottle: Differentiable Adaptive Merging (DAM) and the Path from Averaging to Automation
   2024/10/10 by Thomas Gauthier-Caron, Gauthier-Caron, Thomas, Shamane Siriwardhana +13 · 1 citation
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Platforms and Economics #FOS: Computer and information sciences #Machine Learning (cs.LG)