Data augmentation - MonsterAPI Blog

Data augmentation

A collection of 2 posts

Step by step guide to building a dataset for LLM fine-tuning

Data augmentation

How to Build a Dataset for LLM Fine-tuning

Building the right dataset for LLM fine-tuning makes all the performance for LLM fine-tuning. Here's how to build a dataset for LLM fine-tuning.

Enhancing Language Model Fine-tuning with LLM Data Augmentation

Data augmentation

Enhancing Language Model Fine-tuning with LLM Data Augmentation

Fine-tuning large language models (LLMs) for specific applications can sometimes be constrained by the limited availability of targeted data. This is where data augmentation steps in , allowing developers to expand their existing limited datasets and improve model performance without the need for manual data collection and wrangling efforts. Here we