Essays about: "Oskar Bonde"

Found 3 essays containing the words Oskar Bonde.

1. 1. Generating Terraform Configuration Files with Large Language Models

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Oskar Bonde; [2022]
   Keywords : Terraform; Transformer models; Generating configuration files; Large Language Models; Codex; Terraform; Transformer-modeller; Generera konfigurationsfiler; Stora språkmodeller; Codex;

   Abstract : This thesis explores how large language models can be used to generate configuration files for Terraform from natural language descriptions. Few-shot and fine-tuning paradigms are evaluated on decoder-only models of varying size, including the state-of-the-art Codex model. READ MORE

3. 2. A Comparison of Selected Optimization Methods for Neural Networks

   University essay from KTH/Skolan för teknikvetenskap (SCI)

   Author : Ludvig Karlsson; Oskar Bonde; [2020]
   Keywords : ;

   Abstract : Which numerical methods are ideal for training a neural network? In this report four different optimization methods are analysed and compared to each other. First, the most basic method Stochastic Gradient Descent that steps in the negative gradients direction. READ MORE

4. 3. Misslyckande inom lantbruksföretag : en undersökning av forskning och intervjuer ur intressenters perspektiv

   University essay from SLU/Dept. of People and Society

   Author : Teo Trinks; Oskar Karlsson; [2020]
   Keywords : misslyckande; jordbruksföretag; intressenter; farm business failure; stakeholder;

   Abstract : Antalet lantbruksföretag har halverats sedan 1970 talet i Sverige. Många avvecklingar sker på grund av misslyckanden i olika former. På grund av denna problematik har det i detta arbete forskats på vad som orsakar dessa, vilka misslyckanden som sker samt hur det går att förbättra arbetet med misslyckade lantbruksföretag. READ MORE