GitHub

Hyperoptax: Parallel hyperparameter tuning with JAX

Hyperoptax is still a WIP and the API is subject to change. There are many rough edges to smooth out. It is recommended to download specific versions or to download from source if you want to use it ...
IEEE

Supervised Fine-Tuning Method Based on Low-Impact Supervised Signal Function

Abstract: This study proposes a Supervised Fine-Tuning (SFT) method leveraging a Low-Impact Supervision Signal (LISS) function, aiming to improve the performance of large language models (LLMs) in ...
IEEE

Hyperparameter Tuning and Its Application in Sentiment Analysis with Convolutional Neural Network

Abstract: In this paper, we explore hyperparameter tuning methods for a convolutional neural network (CNN) applied to sentiment analysis on the IMDB movie reviews dataset. Four popular hyperparameter ...
GitHub

OpenAI Fine-Tuning Job Management

What is this? A workflow that wraps the OpenAI Python SDK's fine-tuning APIs into a structured, scriptable pipeline. It handles training data validation, file upload (including chunked upload for ...