Results 61 to 70 of about 515,082 (194)

PARAMETER EFFICIENT FINE-TUNING AND OVERFITTING IN GPT LARGE LANGUAGE MODELS: A METRIC-BASED COMPARISON

Електроніка та інформаційні технології
Background. Building upon previous research, this study conducts an exploration into Large Language Models (LLMs), with an emphasis on the fine-tuning and assessment of LLaMA-3.1 for instructional tasks. LLaMA-3.1, which is a new generation model and has
Bohdan Pavlyshenko, Ivan Bulka
doaj   +1 more source

Bayesian analysis and naturalness of (Next-to-)Minimal Supersymmetric Models

Journal of High Energy Physics, 2017
The Higgs boson discovery stirred interest in next-to-minimal supersymmetric models, due to the apparent fine-tuning required to accommodate it in minimal theories.
Peter Athron, Csaba Balazs, Benjamin Farmer, Andrew Fowlie, Dylan Harries, Doyoun Kim   +5 more
doaj   +1 more source

GAN-Based Fine-Tuning of Vibrotactile Signals to Render Material Surfaces

IEEE Access, 2020
The design productivity of fine-tuning for vibrotactile stimuli becomes important as consumer devices equipped with vibrotactile actuators will become wide-spread.
Yusuke Ujitoko, Yuki Ban, Koichi Hirota
doaj   +1 more source

Brane inflation and the fine-tuning problem

, 2004
Brane inflation can provide a promissing framework for solving the fine-tuning problem in standard inflationary models. The aim of this paper is to illustrate the mechanism by which this can be achieved.
A. Lukas, A. Lukas, A.D. Liddle, A.D. Linde, A.D. Linde, A.D. Linde, Abderrahim Chafik, B. Maartens, D. Roberts, D.H. Lyth, E.E. Flangan, E.J. Copeland, E.W. Kolb, G. Dvali, H. Boutaleb, H. Boutaleb, I. Antoniadis, J. Polchinski, J. Polchinski, K.A. Malik, L. Randall, N. Arkani-Hamed, P. Binetruy, P. Binetruy, P. Horava, P. Kanti, T. Shiromizu, T. Shiromizu   +27 more
core   +2 more sources

Exploration of Whisper fine-tuning strategies for low-resource ASR

EURASIP Journal on Audio, Speech, and Music Processing
Limited data availability remains a significant challenge for Whisper’s low-resource speech recognition performance, falling short of practical application requirements.
Yunpeng Liu, Xukui Yang, Dan Qu
doaj   +1 more source

A noise tolerant fine tuning algorithm for the Naïve Bayesian learning algorithm

Journal of King Saud University: Computer and Information Sciences, 2014
This work improves on the FTNB algorithm to make it more tolerant to noise. The FTNB algorithm augments the Naïve Bayesian (NB) learning algorithm with a fine-tuning stage in an attempt to find better estimations of the probability terms involved.
Khalil El Hindi
doaj   +1 more source

Research on real-world knowledge mining and knowledge graph completion (IV): construction of a real-world data annotation platform and exploration of automatic extraction method based on pre-trained language models [PDF]

Yixue xinzhi zazhi
Objective To explore the construction of a real-world data annotation platform, and compare the real-world data extraction performance of retrieval augmented generation (RAG) combined with large language models and pre-training fine-tuning methods for ...
YAN Siyu, TAN Jiejun, ZHU Haifeng, HUANG Qiao, WANG Shichun, MA Wenhao, SHI Hanyu, WANG Yongbo, REN Xiangying, HU Wenbin, JIN Yinghui   +10 more
doaj   +1 more source

Naturalness and GUT Scale Yukawa Coupling Ratios in the CMSSM

, 2012
We analyse the fine-tuning in the Constrained Minimal Supersymmetric Standard Model (CMSSM) in the light of the present and expected ATLAS and CMS SUSY searches. Even with 10/fb of data and no discovery of SUSY valid regions might remain with fine-tuning
Antusch, Stefan, Calibbi, Lorenzo, Maurer, Vinzenz, Monaco, Maurizio, Spinrath, Martin   +4 more
core   +1 more source

Leveraging Transfer Learning and Mobile-Enabled Convolutional Neural Networks for Improved Arabic Handwritten Character Recognition

IEEE Access
The study explores the integration of transfer learning (TL) with mobile-enabled convolutional neural networks (MbNets) to enhance Arabic Handwritten Character Recognition (AHCR).
Mohsine El Khayati, Ayyad Maafiri, Yassine Himeur, Hamzah Ali Alkhazaleh, Shadi Atalla, Wathiq Mansoor   +5 more
doaj   +1 more source

The Fine-Tuning Argument [PDF]

, 2015
Our laws of nature and our cosmos appear to be delicately fine-tuned for life to emerge, in a way that seems hard to attribute to chance. In view of this, some have taken the opportunity to revive the scholastic Argument from Design, whereas others have ...
Landsman, Klaas
core   +2 more sources