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[P] Fondant: sweet data-centric foundation model fine-tuning
May 23, 2023, 1:38 p.m. | /u/RobbeSneyders
Machine Learning www.reddit.com
Over the past few months, we have been building [Fondant](https://github.com/ml6team/fondant), an open-source framework to help you create high-quality datasets to fine-tune foundation models. Think of Stable Diffusion, GPT-like Large Language Models, Segment Anything, etc.
These foundation models simplify inference by solving multiple tasks across modalities with a simple prompt-based interface. But what they've gained in the front, they've lost in the back. These models require enormous amounts of data, moving complexity towards data preparation, and leaving few …
complexity data data-centric data preparation fine-tuning foundation foundation model inference machinelearning model fine-tuning moving multiple prompt
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