How to Fine-Tune Language Models: First Principles to Scalable Performance
Author(s): Ehssan Originally published on Towards AI. Image by Author In this article, weβll explore the process of fine-tuning language models for text classification. Weβll do so in three levels: first, by manually adding a classification head in PyTorch* and training the …
Synthetic Data Generation with Language Models: A Practical Guide
Author(s): Ehssan Originally published on Towards AI. Created with Nightcafe β Image property of Author In the evolving landscape of artificial intelligence, data remains the fuel that powers innovation. But what happens when acquiring real-world data becomes challenging, expensive, or even impossible? …