Results 11 to 20 of about 1,688,693 (190)
Partial Fine-Tuning: A Successor to Full Fine-Tuning for Vision Transformers
CoRR, 2023 Fine-tuning pre-trained foundation models has gained significant popularity in various research fields. Existing methods for fine-tuning can be roughly divided into two categories, namely Parameter-Efficient Fine-Tuning and High-Performance Fine-Tuning. The former aims at improving efficiency, while the latter focuses on enhancing performance.
Peng Ye 0006 +6 more
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Planetary fine-tuning, cosmological fine-tuning, and the multiverse [PDF]
SyntheseAbstract Many philosophers and scientists take cosmological fine-tuning—roughly the fact that our universe would have been devoid of life if it had had slightly different cosmological parameters—to point to the existence of a designer or multiverse.
Saad, Bradford
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ChemBERTa-2: Fine-Tuning for Molecule’s HIV Replication Inhibition Prediction [PDF]
, 2023 Two versions of Large Language ChemBERTa-2 models, pre-trained with two different methods, were fine-tuned in this work for HIV replication inhibition prediction. The best model achieved AUROC of 0.793.
Sylwia, Nowakowska
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Is The Fine-Tuning Argument Theistic? [PDF]
پژوهشنامه فلسفه دین, 2021 I intend to show that the fine-tuning argument is not a theistic one, and is therefore not desirable for the theist. I will argue that (1) if the fine-tuning of the cosmos exceeds that which is required for the existence of human beings, it would not be ...
Mohammad Ebrahim Maqsudi
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International Journal of Modern Physics A, 1993 We develop further a new geometrical model of a discretized string, proposed in Ref. 1, and establish its basic physical properties. The model can be considered as the natural extension of the usual Feynman amplitude of the random walks to random surfaces.
Savvidy, G. K., Savvidy, K. G.
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Physical Review D, 2018 We introduce a mathematical framework for quantifying fine-tuning in general physical settings. In particular, we identify two distinct perspectives on fine-tuning, namely, a local and a global perspective --- and develop corresponding measures. These measures apply broadly to settings characterized by an arbitrary number of observables whose values ...
Azhar, Feraz, Loeb, Abraham
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LIFT the Veil for the Truth: Principal Weights Emerge after Rank Reduction for Reasoning-Focused Supervised Fine-Tuning [PDF]
Recent studies have shown that supervised fine-tuning of LLMs on a small number of high-quality datasets can yield strong reasoning capabilities. However, full fine-tuning (Full FT), while powerful, is computationally expensive and susceptible to ...
Zihang Liu (1504267) +7 more
core +6 more sources
Future Internet, 2023 With sentiment prediction technology, businesses can quickly look at user reviews to find ways to improve their products and services. We present the BertBilstm Multiple Emotion Judgment (BBMEJ) model for small-sample emotion prediction tasks to solve ...
Jinlong Wang, Dong Cui, Qiang Zhang
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World Journal of Surgery, 2011 Communication has become a major issue in cancer care, and rightly so. Good communication helps patients and their families understand the situation and assists with decision-making, acceptance, adjustment, and coping. It is well known that the way in which a cancer diagnosis is delivered not only affects the person’s understanding of the illness, it ...
Elisabeth E, Elder, Raimund, Jakesz
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Science, 2020 Targeted degradation determines whether embryonic stem cells undergo ...
Borsa, Mariana, Simon, Anna Katharina
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