WizardLM: Fully Open-source Automated Instruction Data Generator
Last Updated on July 17, 2023 by Editorial Team
Author(s): Dr. Mandar Karhade, MD. PhD.
Originally published on Towards AI.
Automate tedious steps of instruction-based training data generation
Instruction tuning on open-domain LLMs (LLaMA, MPT, Falcon) has worked fantastically! But manually creating instruction data is really time-consuming and humans are lazy and are not consistent. Evol-Instruct is a methodology to develop complex instructions (evolving instructions from less complex to more). WizardLM was trained using a dataset generated using Evol-Instruct. And now it has evolved into THIS!! What THIS is at the end of the article 🙂 So please keep reading.
Training large language models (LLM) with open-domain instruction following data brings colossal success. However, manually creating such instruction data is very time-consuming and labor-intensive. Moreover, humans may struggle to… Read the full blog for free on Medium.
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