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by Miles_Brundage on 2019-03-16 (UTC).

Really impressed with these early fine-tuning results with GPT-2-117M, and great to see that there's also a Colab from @roadrunning01! Giving it a try this weekend :) https://t.co/sVJeZOI8es

— Miles Brundage (@Miles_Brundage) March 16, 2019
nlpapplication
by Miles_Brundage on 2019-03-16 (UTC).

Some GPT-2-117M outputs after fine-tuning on memorable movie quotes from (https://t.co/vZyr8mjNki), using @roadrunning01's Colab. The format of the training data was: [movie title] [line break] [quote] [sometimes another quotes], sometimes with "<p>"/"</p>" thrown in the mix. pic.twitter.com/CjnoAr8L7t

— Miles Brundage (@Miles_Brundage) March 16, 2019
nlpapplicationw_codedataset
by Miles_Brundage on 2019-03-17 (UTC).

Next and possibly final GPT-2-117M fine-tuning run of the weekend - quotations from this dataset: https://t.co/yOgEkaSsYe

— Miles Brundage (@Miles_Brundage) March 17, 2019
nlpapplicationdataset
by Miles_Brundage on 2019-03-17 (UTC).

Reminder that it's super easy to use this Colab by following the instructions at the top, running the cells in order, and changing the dataset link and filename to a different .txt file :) https://t.co/mkyFTJ5V8Z

— Miles Brundage (@Miles_Brundage) March 17, 2019
w_codenlpapplication
by ilyasut on 2019-03-20 (UTC).

https://t.co/9IHozCXzzc --- r/ML gets the small GPT2 to write imaginary news. I didn't expect the small model to be that coherent.

— Ilya Sutskever (@ilyasut) March 20, 2019
nlpapplication
by Miles_Brundage on 2019-03-23 (UTC).

Fine-tuning GPT-2-117M on jokes - off to a rocky start:

"I just saw this guy with six eyes going to the restroom. He looks like a ghost."

"My girlfriend keeps asking me what I think of her 'soul' ... I do wonder how she can be so narcissistic."

— Miles Brundage (@Miles_Brundage) March 23, 2019
nlp
by ilyasut on 2019-05-08 (UTC).

Things transformers say: https://t.co/L3hgSz5Wfe

— Ilya Sutskever (@ilyasut) May 8, 2019
nlp
by minimaxir on 2019-06-10 (UTC).

I've released my web UI for GPT-2-117M that allows you to generate text from the original model, backed by Google Cloud Run for massive scalability at mostly no cost!https://t.co/LO4hHuQo2l pic.twitter.com/HNhg25x8bz

— Max Woolf (@minimaxir) June 10, 2019
toolnlp
by Thom_Wolf on 2019-06-13 (UTC).

We've spent a few evenings last week building an interactive demo called *Write with Transformer*

It lets you interact in a very intimate way with GPT-2, call, control, question the model... and I just can't stop playing with it!

You can try it at https://t.co/EZhtCodnoi https://t.co/me75uCeJ9q

— Thomas Wolf (@Thom_Wolf) June 13, 2019
nlpapplication
by minimaxir on 2019-09-04 (UTC).

It's here! I've written a (lengthy!) blog post on how to finetune GPT-2 and generate text using gpt-2-simple, along with a history of GPT-2 finetuning and its future. https://t.co/kqLMXdL9IE

— Max Woolf (@minimaxir) September 4, 2019
nlptooltutorial
by DrBeef_ on 2019-09-26 (UTC).

I've been trying to use a language generation model (GPT-2) to make sketches.

The process is heavily inspired by Sol LeWitt's - I use GPT-2 to generate a set of rules describing a drawing; then based on to my interpretation of those rules; I make a processing sketch. pic.twitter.com/cVasjUGrd5

— Robbie Barrat (@DrBeef_) September 26, 2019
applicationnlp
by gdb on 2019-10-02 (UTC).

A GPT-2 written essay was submitted to the Economist's youth essay contest.

One judge, who did not know the essay was written by an AI, gave this review: "It is strongly worded and backs up claims with evidence, but the idea is not incredibly original."https://t.co/RbKrQvN8C0

— Greg Brockman (@gdb) October 2, 2019
applicationnlp

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