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Hey HN -- I had a slow weekend and built this thing. It's a little game that displays a sentence, and you decide if you think an ML model generated it, or if it
by calebkaiser 6y ago
Hey HN -- I had a slow weekend and built this thing. It's a little game that displays a sentence, and you decide if you think an ML model generated it, or if it's an actual quote from Goop.
I fine tuned the model (OpenAI's GPT-2) using Max Woolf's gpt-2-simple and by scraping articles from Goop's "Wellness" section. I generated predictions by feeding it a few words from the opening of actual Goop sentences (not sentences it was trained on) and seeing what it spat out.
There aren't many quotes (something like 25) in it right now, but I can add more easily if people have fun with it.
- deleted 6y ago[deleted]
- bulldog13 6y agoI would be interested in learning how you built it, do you have a blog entry about fine tuning the gpt-2 with the scraped text ? Or can you recommend a blog post that does something similar ?
- calebkaiser 6y agoThanks! I'm planning on writing something up this week. I can message you when it's done, if you're interested.
- bulldog13 6y agoYes, very much so. Good luck and thank you!
- minimaxir 6y agoSee the notes and Colab notebook in the source project repo: https://github.com/minimaxir/gpt-2-simple https://github.com/minimaxir/gpt-2-simple I am working on a new text generation package which should be even more simple to use.