InTowards AIbyJAIGANESANMulti-task Learning (MTL) and The Role of Activation Functions in Neural Networks [Train MLP With…Two concepts in Deep Learning- Simple and Important.Jul 221
InGumGum Tech BlogbyAdam KMulti-task learning: what is it, how does it work and why does it work?One of the most exciting and seemingly ubiquitous recent topics in deep learning (DL) is without a doubt multi-task learning. Multi-task…Nov 11, 20222Nov 11, 20222
Sean WuDialog Understanding 12: Multi-Task or Single-Task Instruction tuning?Instead of fine-tuning one model for multiple task, divide and conquer, approach, fine-tune one model for each task, it way to go.Oct 7Oct 7
InGumGum Tech BlogbyAdam KAn easy recipe for multi-task learning in PyTorch that you can do at homeIn my last blogpost, I touched on what multi-task learning is, how it works, and why it is becoming the de facto standard for machine…Dec 27, 20223Dec 27, 20223
InTowards AIbyJAIGANESANMulti-task Learning (MTL) and The Role of Activation Functions in Neural Networks [Train MLP With…Two concepts in Deep Learning- Simple and Important.Jul 221
InGumGum Tech BlogbyAdam KMulti-task learning: what is it, how does it work and why does it work?One of the most exciting and seemingly ubiquitous recent topics in deep learning (DL) is without a doubt multi-task learning. Multi-task…Nov 11, 20222
Sean WuDialog Understanding 12: Multi-Task or Single-Task Instruction tuning?Instead of fine-tuning one model for multiple task, divide and conquer, approach, fine-tune one model for each task, it way to go.Oct 7
InGumGum Tech BlogbyAdam KAn easy recipe for multi-task learning in PyTorch that you can do at homeIn my last blogpost, I touched on what multi-task learning is, how it works, and why it is becoming the de facto standard for machine…Dec 27, 20223
KhojastehParameter Sharing: Giving Hints to Neural Networks for Better Multi-Task Learning8 features fed into a neural network to predict (y). Loss is satisfactorily low and the model can perform well.Aug 27
AI SageScribeKey Scaling Intuitions Behind Large Language ModelsIn recent years, language models (LMs) have taken the front stage in the field of machine learning, showcasing unprecedented capabilities…May 26
