Evaluating Large Language Models in Code Generation: INFINITE Methodology for Defining the Inference Index

Evaluating Large Language Models in Code Generation: INFINITE Methodology for Defining the Inference Index

This study introduces a new methodology for an Inference Index (InI) called the Inference Index In Testing Model Effectiveness methodology (INFINITE), aiming to evaluate the performance of Large Language Models (LLMs) in code generation tasks. The InI index provides a comprehensive assessment focusi...

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Bibliographic Details
Main Authors: Nicholas Christakis, Dimitris Drikakis
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Applied Sciences
Subjects:
LLM
forecasting
inference
time series
LSTM
artificial intelligence
Online Access:https://www.mdpi.com/2076-3417/15/7/3784
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