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It uses their small model and a tiny dataset in comparison (and a small amount of training). It is more showcasing how much it learns (and doesn't learn) with t
by Tenoke 8y ago
It uses their small model and a tiny dataset in comparison (and a small amount of training). It is more showcasing how much it learns (and doesn't learn) with those limitations in place. As well as allowing you to recreate it with perhaps a few minutes of work and less than an hour of waiting.
Also, I wouldn't say the results are nonsensical - I think it has learned a lot more than a markov chain or a simple rnn but I agree that especially on the surface they dont even sound like they surpass Eliza by much. Moreover, it is significantly more apparent how much it learns about the different people you've talked to AFTER you run it on your own data.
For a somewhat more novel/interesting result with fine-tuning GPT, I can recommend checking out gwern's post[1] on training it on a big poetry corpus.
1. https://www.gwern.net/RNN-metadata#finetuning-the-gpt-2-small-transformer-for-english-poetry-generation https://www.gwern.net/RNN-metadata#finetuning-the-gpt-2-smal...
- gwern 8y agoAs it happens, nshepperd ran his finetuning GPT-2-small on our IRC channel. I'd tried it before with char-RNN back in 2015 or so, and I have to say, GPT-2-small trained way faster and better than my IRC char-RNN did. The samples also looked a lot better than OP's. I assume that's because he ran it for more like a day on a few hundred MB of chat logs.
- deleted 8y ago[deleted]
- gwern 8y agoI didn't run on IRC because my GPUs were busy with poetry, FWIW: https://www.gwern.net/RNN-metadata#finetuning-the-gpt-2-small-transformer-for-english-poetry-generation https://www.gwern.net/RNN-metadata#finetuning-the-gpt-2-smal... https://slatestarcodex.com/2019/03/14/gwerns-ai-generated-poetry/ https://slatestarcodex.com/2019/03/14/gwerns-ai-generated-po... http://sevensecularsermons.org/on-the-significance-of-gwerns-poem-generator/ http://sevensecularsermons.org/on-the-significance-of-gwerns...
- deleted 8y ago[deleted]
- holler 8y agofound this really interesting, I wonder if it could be used to create ~realistic conversations on a new discussion platform so it appears like people are there? :)
- oneshot908 8y agoWho's going to connect this to CleverBot and let the hilarity ensue?