Essays about: "Optimizing"

Showing result 16 - 20 of 1036 essays containing the word Optimizing.

  1. 16. Incremental Re-tokenization in BPE-trained SentencePiece Models

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Simon Hellsten; [2024]
    Keywords : BPE; Byte Pair Encoding; SentencePiece; NLP; Natural Language Processing; Tokenization; Re-tokenization;

    Abstract : This bachelor's thesis in Computer Science explores the efficiency of an incremental re-tokenization algorithm in the context of BPE-trained SentencePiece models used in natural language processing. The thesis begins by underscoring the critical role of tokenization in NLP, particularly highlighting the complexities introduced by modifications in tokenized text. READ MORE

  3. 17. Bridging Language & Data : Optimizing Text-to-SQL Generation in Large Language Models

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : Niklas Wretblad; Fredrik Gordh Riseby; [2024]
    Keywords : Chaining; Classification; Data Quality; Few-Shot Learning; Large Language Model; Machine Learning; Noise; Prompt; Prompt Engineering; SQL; Structured Query Language; Text-to-SQL; Zero-Shot Learning; Noise Identification;

    Abstract : This thesis explores text-to-SQL generation using Large Language Models within a financial context, aiming to assess the efficacy of current benchmarks and techniques. The central investigation revolves around the accuracy of the BIRD-Bench benchmark and the applicability of text-to-SQL models in real-world scenarios. READ MORE

  4. 18. Sudetisk lärk – ett alternativ för sydsvenska skogar?

    University essay from SLU/Southern Swedish Forest Research Centre

    Author : Ella Bjelkered; [2024]
    Keywords : Lärk; förädling; Larix; klimatförändringar; skogsbruk;

    Abstract : Den svenska skogsbranschen möter betydande utmaningar med de globala klimatförändringarna som hotar framtida råvaruförsörjning. Högst troligtvis bidrar klimatförändringar till ökade stormar och en övergång till varmare och torrare förhållanden. READ MORE

  5. 19. Evaluating and optimizing Transformer models for predicting chemical reactions

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Siva Manohar Koki; Supriya Kancharla; [2023-10-23]
    Keywords : Chemformer; transformer; evaluation; explainable AI; fine-tuning; machine learning;

    Abstract : In this thesis, we assess the effectiveness of a transformer model specifically trained to predict chemical reactions. The model, named Chemformer, is a sequence-tosequence model that uses the transformer’s encoder and decoder stacks. READ MORE

  6. 20. Optimizing access to raw material for value-adding processes of fish side streams

    University essay from Göteborgs universitet/Graduate School

    Author : Ruodi Gao; [2023-10-10]
    Keywords : Fish Side Streams; Environmental Sustainability; Food Packaging; Transportation; Storage; Customs;

    Abstract : Under the double influence of the rapid growth of the population and the shortage of resources, people begin to pay attention to the utilization of existing raw materials. Seafood is one of the indispensable foods for humans to obtain protein. However, as much as 60 per cent of the fish side stream is discarded or produced as low-value products. READ MORE