Goddard, Charles
- 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
- INTELLECT-1 Technical Report
2024/12/02 by Jaghouar, Sami, Ong, Jack Min, Basra, Manveer +9 · 9 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- 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
- Training-Free Tokenizer Transplantation via Orthogonal Matching Pursuit
2025/06/07 by Charles Goddard, Goddard, Charles, Fernando Fernandes Neto +1 · 1 voice · 1 citation
Computer Science · #Advanced Graph Neural Networks #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- 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)