AJ Tran

## Second GPT-2 Output This time, I will not give it a prefix prompt, and let it write freely on its own. ### Input Parameters ```python gpt2.generate(sess, length=1024, temperature=0.7, #...

## Analysis of Second GPT-2 Output Let's grab some more statistics again from our favorite free online [Word Counter Tool](https://wordcounter.net/) ### Statistics #### Details ``` 3,264 Words 731 Unique Words...

## Scaling Up In the previous parameter inputs, asking for `5 nsamples` returns about 3000 words. ``` 50000/3000 = 16.66... let's round up to 17 17 * 5 = 85...

## Getting to 50,000 words GPT-2 has recognized "Chapter X" as part of its output. So we will add a little snippet to procedurally generate a chapter title and use...

## Debugging ### Error ```python AssertionError Traceback (most recent call last) in () 11 nsamples=85, 12 batch_size=20, ---> 13 sample_delim=chapter_title 14 ) 1 frames /usr/local/lib/python3.6/dist-packages/gpt_2_simple/gpt_2.py in generate(sess, run_name, checkpoint_dir, model_name,...

## First Attempt at 50,000 words ### Download the batch generation We fixed the bug! Now for the moment of truth ```python files.download(gen_file) ``` ### Unix command line to find...

## Analysis of `animorphs-the-lost-chapters.txt` Statistics again from our favorite free online [Word Counter Tool](https://wordcounter.net/) ### Statistics #### Details ``` 50,015 Words 5,107 Unique Words 250,813 Characters 200,692 Characters (no spaces)...

And skimming through all of the instances of the word "Chapter", there are 156 chapters!

# Read the first draft here! [animorphs-the-lost-chapters.txt](https://github.com/NaNoGenMo/2020/files/5606405/animorphs-the-lost-chapters.txt)

There's a few more days before this ends, so I will try to think of anything else I'd like to do. One thing that stands out is generating additional texts...