multi-task-learning

8 projects share this GitHub topic

multi-task-learning — LibMTL ★2.6kmulti-task-learningmt-dnn — ★2.3kMulti-Task-Learning-PyTorch — ★842awesome-multi-task-learning — ★841Awesome-Model-Merging-Methods-Theories-Applications — ★771Instruction-Tuning-Papers — ★769InstructCV — ★461Pytorch-PCGrad — ★403mt-dnn★ 2.3kMulti-Task-Learning-PyTo…★ 842awesome-multi-task-learn…★ 841Awesome-Model-Merging-Me…★ 771Instruction-Tuning-Paper…★ 769InstructCV★ 461Pytorch-PCGrad★ 403

Lines connect members that are measurably related to each other. Dot size reflects stars.

🧬 Members
LibMTL
A PyTorch Library for Multi-Task Learning
★ 2.6k
mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
★ 2.3k
Multi-Task-Learning-PyTorch
PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).
★ 842
awesome-multi-task-learning
A curated list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning…
★ 841
Awesome-Model-Merging-Methods-Theories-Applications
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing…
★ 771
Instruction-Tuning-Papers
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and…
★ 769
InstructCV
[ ICLR 2024 ] Official Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision…
★ 461
Pytorch-PCGrad
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
★ 403
🔗 Related families
natural-language-understanding 21transfer-learning 36generative-model 64multitask-learning 8bert 82microsoft 15named-entity-recognition 33ranking 6

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