Paper: https://arxiv.org/abs/2404.07904 Code: https://github.com/OpenNLPLab/HGRN2 Standalone code (1): https://github.com/Doraemonzzz/hgru2-pytorch Standalone code (2): https://github.com/sustcsonglin/flash-linear-attention/tree/main/fla/models/hgrn2 Abstract: Hierarchically gated linear RNN (HGRN, Qin et al. 2023) has demonstrated competitive training...

Authors: Javier Ferrando (UPC), Gabriele Sarti (RUG), Arianna Bisazza (RUG), Marta Costa-jussà (Meta) Paper: https://arxiv.org/abs/2405.00208 Abstract: The rapid progress of research aimed at interpreting the inner workings of advanced language models has highlighted a need for contextualizing the insights gained from years of work in this area....

Currently I am PhD student (in the middle of the second semester) = (almost 7 months), particularly I am focusing on point cloud research for classification and segmentation all on my own. no guidance from my prof or fella Ph.D. (s). I have tow particular questions: should I drop out my Ph.D. under current supervisor? why? because almost there is no...

NLP is like a team of specialists, each one good at a specific job, like translating languages or figuring out if a sentence sounds positive or negative. They're really good at what they do, but they only know how to do one thing. LLMs are like the superstars of the language world. They've been trained on tons of information, so they can do lots of...

Hi, I am currently working on fine-tuning the Phi-3 model for financial data. While the loss is decreasing during training, suggesting that the model is learning quite well, the results on a custom benchmark are surprisingly poor. In fact, the accuracy has decreased compared to the base model. Results I've observed: Phi-3-mini-4k-instruct (base model):...

I'm a beginner in python. Please help me with the following situation. My research is stuck. Consider the following equation in which have to generate random values (currently have set the method to NORMALMLHS). . L1 =c+sigmaL1 * bioDraws (E_L1','NORMAL_MLHS) . where L1 is an endogenous variable, c is an estimale constant for which the lower bound is...