Git-Theta: A Git Extension for Collaborative Development of Machine
Learning Models

Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models

7 June 2023

Mohammed Muqeeth

Anisha Mascarenhas

Vishal Baskaran

Papers citing "Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models"

13 / 13 papers shown

Title
Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora Alex Warstadt Aaron Mueller Leshem Choshen E. Wilcox Chengxu Zhuang ... Rafael Mosquera Bhargavi Paranjape Adina Williams Tal Linzen Ryan Cotterell 43 108 0 10 Apr 2025
Fusion of Graph Neural Networks via Optimal Transport Weronika Ormaniec Michael Vollenweider Elisa Hoskovec MoMe FedML OT 75 0 0 27 Mar 2025
Realistic Evaluation of Model Merging for Compositional Generalization Derek Tam Yash Kant Brian Lester Igor Gilitschenski Colin Raffel MoMe 35 6 0 26 Sep 2024
A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning Prateek Yadav Colin Raffel Mohammed Muqeeth Lucas Caccia Haokun Liu Tianlong Chen Joey Tianyi Zhou Leshem Choshen Alessandro Sordoni MoMe 49 21 0 13 Aug 2024
Lossless and Near-Lossless Compression for Foundation Models Moshik Hershcovitch Leshem Choshen Andrew Wood Ilias Enmouri Peter Chin S. Sundararaman Danny Harnik 49 6 0 05 Apr 2024
Conditional computation in neural networks: principles and research trends Simone Scardapane Alessandro Baiocchi Alessio Devoto V. Marsocci Pasquale Minervini Jary Pomponi 34 1 0 12 Mar 2024
Training Neural Networks from Scratch with Parallel Low-Rank Adapters Minyoung Huh Brian Cheung Jeremy Bernstein Phillip Isola Pulkit Agrawal 35 10 0 26 Feb 2024
DiLoCo: Distributed Low-Communication Training of Language Models Arthur Douillard Qixuang Feng Andrei A. Rusu Rachita Chhaparia Yani Donchev A. Kuncoro MarcÁurelio Ranzato Arthur Szlam Jiajun Shen 61 31 0 14 Nov 2023
Transformer Fusion with Optimal Transport Moritz Imfeld Jacopo Graldi Marco Giordano Thomas Hofmann Sotiris Anagnostidis Sidak Pal Singh ViT MoMe 32 16 0 09 Oct 2023
MGit: A Model Versioning and Management System Wei Hao Daniel Mendoza Rafael Ferreira da Silva Deepak Narayanan Amar Phanishayee VLM 27 1 0 14 Jul 2023
Git Re-Basin: Merging Models modulo Permutation Symmetries Samuel K. Ainsworth J. Hayase S. Srinivasa MoMe 255 316 0 11 Sep 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,661 0 15 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021