#textgenrnn

[atmdeth]

Artificial Burgertelligence

the816

neo-bendito

Artificial Burgertelligence

This post from Janelle Shane was the most hilarious use of a neural network I’ve seen. As soon as I saw it, I started thinking of other datasets to feed it. Why not every burger of the day from Bob’s Burgers?

So I installed textgenrnn and started laughing my ass off at what it was coming up with. Here are some of the best. Enjoy!

[stroyent]

damn didn't know tensorflow was so huge

[aiweirdness]

A neural net names racehorses

I’ve used neural networks to name all kinds of things - halloween costumes, craft beers, cats, and even guinea pigs. The weirder the starting set of names, the more a neural network’s creations might blend in (although cats named “Jexley Pickle” and “Big Wiggy Bool” might at least raise eyebrows).

How about the names of racehorses? The Jockey Club recently released a list of over 42,000 registered racehorses “in an effort to assist owners in identifying an appropriate name for their Thoroughbreds.” They don’t say whether it’s okay to use it to identify inappropriate names for Thoroughbreds instead. 

So I trained two neural networks, char-rnn and textgenrnn, on this tantalizing dataset. Some of the names they generated might pass for the names of real horses (which after all include horses named Three Little Birds, Spider Magic, Fierce Pajamas, and even a prizewinning horse called Cloud Computing).

She's a Babe North Storm Magic Creek Desert Cat Mary's Blade Fabulous Charm Frisky Joe Velvet One Dawn Forever Lord Power

(I decided to illustrate a few using BigGAN (via ganbreeder.app), another neural net that generates pictures. Unfortunately, “horse” is not a category of image it can do, so I decided to go with “horse cart”. There was an attempt.)

The fact that these names are not taken yet highlights the potential of neural nets for this important task. The next set of names, however, highlights their disadvantages.

Snow Motion Farthand Harren's Broke Bodyyhole Pond Wind Orcha Shuffleston Rapple Musty Pick's Lilver Ginky's Rental Suckee Habon Culf Q's Wart Aaging C Bon Warry L Z' W.

(For these illustrations I experimented with mixing in birds for more colorful horses - hornbill, and flamingo)

If you want your horse to be memorable, though, neural net names may be just the thing.

Party Can Devil Tina Exclusive Bear La Flumber Unbridled Dave Secret Sand Killer the Butterfly Pickle J Gator I'm Repent Evilish Kelly Snuckles Will Surprise Zegafish Pete Pat's Quick Hat Mr Fact Cowgitter Stark Moretowiththebotterfron

Left: “horse cart” plus a bit of “anenome fish”. Right: “horse cart” plus a bit of “great grey owl”. “Dog” crept in there because BigGAN saw a LOT of dogs during training.

Subscribers get bonus content: More racehorse names!

[generatedtrump]

Will be interviewed by on at 9:00 P.M. (a death has ever seeking also) Hollywood and the word "BRAIN SUCKEIES BIGE " Huge Army Balls

Trump, via RNN

[andersonloco]

Vegetarians and vegans of Reddit, what science every time?

AskReddit post generated by neural network

[ebisss-my]

Rangkaian saraf AI ini memilih untuk menamakan kuki Walps dan Fluffin Coffee Drops | Tech / Gadgets

Rangkaian saraf AI ini memilih untuk menamakan kuki Walps dan Fluffin Coffee Drops | Tech / Gadgets

Ternyata, rangkaian saraf nama kuki cara berbeza daripada orang. – Gambar YinYang / Istock.com melalui AFP

SAN FRANCISCO, 11 Dis – Saintis penyelidikan Janelle Shane menggunakan rangkaian neural tiruan yang dipanggil textgenrnn dan beratus-ratus resipi cookie untuk meramalkan apa yang sepatutnya dipanggil cookies.

Janelle Shane adalah seorang saintis penyelidikan yang bermain dengan rangkaian…

[bellshazes]

tragically fixing the textgenrnn file I have saved from 3 years ago is beyond my python knowledge but i did force a markov chain to read 3199 docm77 tweets and this is what it's produced of significance so far:

So please don't forget your Bible quotes if I stole Goats. Turns out, it is legendary.

Doccy say LeBron is Ren in good week of storing power.

FINALLY SET UP MY BENCH PRESS! It was brutal.

I've been there too, cause I didn't work for nothing.

I am Mama, Papa, Ka (which is what I was real, people here, nobody thinks it quickly get my jam.

EU also getting my ultimate humiliation.

A World is at baby thingy anymore, can get it is a bad ass! Little Doccy has begun.

What you know what not upset when I am supportive of this bad intentions.

If you have the little mini mosh pit going off later exploit villager trading. Blue line: last two weeks old school.

Hopefully we play content creation in life.

Season 8 is just the vaccination appointment for 8 Scicrafters at me.

Farms. #CookingWithDoc https://t.co/ctEp64t9xY Imagine a huge exhaust pipes spitting flames.

Couldn't sleep mode.

Redstone. Game breaking Minecraft. Met her parents to be ruined, lol.

Season 8 - Octagonal Portal yourselves and @renthedog : Might be rideable in boatem.

[srsly-messed-up-fruitloop]

Generating Danny Phantom Quotes from AI

Temperature: 0.2

What are you can be all the moves and the come on the student to the Ghost Zone, I was the way to the book.

Oh showing the ghost way to the confident catches and this is the fire to the school and this is a chain of the parents and the way to the parents and the Ghost Zone and the Ghost Zone.

What are you going to be the stand to the packet to the student of the works to the catch and the way to the power that we go to the student of the catches and the Ghost Zone is a free.

Temperature: 0.5

Working. You can't get on the Ghost Zone

Way to be that folks at the student of the screen. What are you still liked to super the way to close.

Sam, I can't do anything to him...

Temperature: 1.0

Lond. Uh? (Landsco Bedderly) Turted to my pads, help me thing? Behind. Whatever ke she'd i got a gian? Ugh, Runnys in where I think you’re ride? Dad's down.

Sam?

Which yee?

I literally saw this prompt last night. And now here I am coding a program to automatically generate quotes based on Danny’s lines in the actual show. I’m dumping these quotes on @dannyphantombot​ cause why the heck not. See the process of setting this up below the cut.

Let me know if I should make more blogs like this for other characters! 

Part 1: Getting the Datasets

I got most of the episode transcripts from here. Since I’m too lazy to teach myself webscraping, I just copied and pasted em into an Excel spreadsheet and filtered for Danny’s lines.

(I’m using LibreCalc here)

Then I copied and pasted the entire Line column to a text file.

Part 2: Playing with textgenrnn

This may get confusing for those who aren’t familiar with programming.

I’m using this library to generate quotes. I have PyCharm and used pip to install textgenrnn (PM me if you try this and run into any trouble, textgenrnn is VERY iffy when installing).

I ran a command to train a model on the text file. My cheap laptop then proceeded to work overtime.

After 7 minutes, I got those lovely quotes you saw above. The higher the temperature, the more random the quotes become.

>>> textgen.generate(temperature=0.1) What are you can be and I can be the beam to the confident walkie and the control there.

>>> textgen.generate(temperature=2) Ukms! *Nice)breat-uhdwbngoog!"" Maymetch,buster.ńalonaUd gotta add-us foortst? Stಠ­long.) Impon,- fun?

See?

Also, going through the original prompt from @reallydumbdannyphantomaus​, there’s a similar function for predicative text in this library.

Unfortunately it goes letter by letter instead of word by word, but still (I’m currently geeking out over how it picked up Ghost Zone though :0 ).

Part 3: Writing a Python Script to Automatically Post These

I won’t go into too much detail here since you could find the code on my Github. Basically, I use the Tumblr API to queue these to @dannyphantombot​.

Going forward, I’ll try to pop this on my Raspberry Pi and schedule the script to run regularly.

[tungstenb]

I trained textgenrnn on sats.txt

Some of my favorite phrases so far:

her eyes seemed taken aback by the sound of a hand

a strong something of a human

to be awake in an individual deemed of tea

the verge of falling asleep but she found herself holding her breath to look at shepard

shepard took a slow slow over her lips and words

it was there was a bit of the meld her thoughts of life

balled hands into trembling trembling hands pressing into her arms

as she rolled over scooted herself up to the screen of shepard

liara shuddered a hand through her brow to hide the words that would knock at her door

shepard paused idly in the direction of the night before her arm contacted damp with shepard

he paused her eyebrows in a gesture of exhaustion

body and a source of coffee spilling out

the ship their piece of okra

or maybe she was being and unconscious with limbs out for her private time

the tea supplies were almost uncomfortably the same as well

she stood in the threshold of the scene before liara could force herself to hear her heart rather than her own

[dirt3009]

Abt. Crimson

NEW EDIT: Crimson is down due to Heroku no more offering free instances and me not wanting to upkeep it due to newer LLMs being more than capable on replicating what Crimson was able to do.

EDIT: Crimson has launched. You can also find it on the navbar.

Soon I will be launching Crimson, a new twist on my old bot Nilin, this time trained on more data. It is a bot that can generate full sentences, it is like a depressed version Replika.ai, it is based on Textgenrnn which is the same library Nilin used to be based on, though, this time it's alot better. Mostly because I now actually know the programming language I work with.

The underlying code is ready, I am now thinking of an implementation way.

[the816]

Artificial Burgertelligence

This post from Janelle Shane was the most hilarious use of a neural network I’ve seen. As soon as I saw it, I started thinking of other datasets to feed it. Why not every burger of the day from Bob’s Burgers?

So I installed textgenrnn and started laughing my ass off at what it was coming up with. Here are some of the best. Enjoy!

[aiweirdness]

An AI Weirdness book!!!

I am really really excited to announce a thing I’ve been working on for more than a year now: there’s going to be an AI Weirdness book!!!!!

You can preorder it at these links:

Amazon - Barnes & Noble - Indiebound - Powell’s - Tattered Cover

When I was coming up with a title, I decided to see if I could get a neural network to help me out. Since they learn to generate text by following examples, my first task was to collect a bunch of book titles for the neural net to learn from. Of course, there haven’t been that many cartoon-filled AI humor books published, so I had to resort to other kinds of books.

Starting with a version of textgenrnn that I trained on Welcome to Night Vale transcripts, I then trained it on the full text of my book - that would give it a starting vocabulary that was an uncanny version of my book. But that version of the algorithm was generating paragraphs, not snappy titles, so I trained it for just a bit on another dataset I had handy - ice cream flavors. Here are the titles it generated.

Strange Serve Butter Chapters NOT Chocolate Top Chocolate Cream Chocolate People Cake

Although delicious, the titles weren’t quite as computer-focused as I would like. I took that same confused Night-Vale-AI-ice-cream neural network and trained on a list of computer algorithms.

Quickletely in a recognizy Strawbergendon's algorithm Kevin But algorithm Dang also

They tended to be either very wordy or very obscure - I’m not sure what I was expecting from algorithm names as titles. So I decided to take my cue from science fiction titles. I filtered a big set of titles from http://www.isfdb.org/ for length (so I wouldn’t end up with unwieldy suggestions thanks to titles like “The Philosophical Voyager in a Land Unknown to the Inhabitants of the Earth” and “Captain Megaloman and His Trusty Sidekick Squidley Save the World Once Again”, and then trained the neural net on these.

The Dead Death The Blood Bandland The Scatting The Tamelight of Winter Tablike

None of these titles had anything to do with humor, or artificial intelligence, or any of the things the book was actually about. So I started over with the ice cream neural net (I had to start somewhere, and I was hungry) and this time I filtered the scifi titles for length AND for a bunch of keywords like machine, robot, artificial, etc. Finally I was getting a bit closer.

One group of titles seemed to be about cute helpful robot friends, and that was nice. My book IS full of cartoons of helpful robot friends (other than the accidental murderbots).

Robot posting! No, Strange Friend Artificial Friend Little Strange Machine Go Strange Robot A Friend you?

But my book also talks about times when AI is NOT that helpful, times when it makes mistakes or solves the wrong problem, sometimes with serious consequences. I did get some generated titles that struck more of a scary note.

The Doom of Humans Get the Human Strange Murder Machine The Book of the Skin's Home! Hello, The Hole of Night The God and Oh, It's Humans The Million Murders Book The Blood Robot

These titles are needlessly scary, though. Another point of my book is that AI isn’t smart enough to come up with goals of world domination - it’s got the approximate brainpower of a worm. There were some titles that definitely brought out that aspect of the neural net.

The Book of Thinks The Human Found and Four in Room! The Artificial Lives, I really on the Jokes The Very Say Chairs Everything Moon! Still We Book of the Dave Robot Bookbook of Dog Machine

But another aspect of AI is that it can be delightfully, unpredictably weird. It can bring in all sorts of new connections that humans would never have thought of. My book’s a celebration of that weirdness. There were some titles that were indeed weird.

Horses of Pants Spoon: Vampire of the Book Handway Wormsels! Hello, Go Hover My Face of Monsters The Fighty Earthquake The Pig-Book of the Stars The World Human Shovel! By My Bunned Rocks Get Melted Zom! The Book of Pies High McDangs!

And of course there were the titles that were basically repulsive. Those were fitting, too. Today’s AI doesn’t have a sense of appropriateness or morality - it will accidentally do Very Unfortunate things because it has no clue there’s a problem.

Hello, You Colons History of Sweat The Sign of Fart! Strange Human Spoor! The Hole Attack! Hello, the poopers Humans Swearing Machine

So, did I end up using a neural net-generated title for my book? Yes, I did! You Look Like a Thing and I Love You is definitely the fault of a neural net. But it wasn’t generated by the neural net I trained on book titles after all. Instead, longtime blog readers may recognize this title from a different neural net: one trained on pickup lines. 

I hope you all will have as much fun reading my book as I did writing it!  There will be hilarious experiments, real-world examples, and illuminating cartoons. And yes, there will be plenty of giraffes.

You can preorder it here (preorders are super super helpful for letting stores and my publisher know that people are excited about the book, which helps it do well. If you’re planning to order it anyways, a preorder would be an awesome way to do it).

Preorder You Look Like a Thing and I Love You! Amazon - Barnes & Noble - Indiebound - Powell’s - Tattered Cover

Subscribers get bonus content: a bunch more rejected titles, including some that were Even Worse than the earlier rejected titles. Like, unprintably worse. Ah, neural nets.

[generatedtrump]

The Fake News Media cames the people of America tax relationship. It will be a great INCRICRIPLE SINGT DEVETION GREAT AGAIN, I HEY IM!!! THANK YOU !!! #USA

Trump, via RNN

[andersonloco]

What is a sentence you know?

AskReddit post, generated by neural network

[redbeardace]

raavenb2619

Incoherent as lacking an understanding of grammar or meaning? Also, what tool did you use?

It was textgenrnn.

It sort of doesn't understand either very much. Sometimes it doesn't even know what a word is.

If you do not be asexual and all it means that you don’t have an asexuals are thought the only approved.

But my mom in that and took some cases, like the same thing mention continued to the same thing before I don’t want to do. I don’t have to do with the same and sexual attraction. They do not be asexual.

I don’t have to be a sexual orientation and the same thing is a sexual orientation. It was a sexual orientation and the result of asexuality and sexual orientation is a sexual orientation. It’s not a sexual orientation. The same stroke of a sexual orientation and the same thing and that somethin

PHED in palabs of what they really into the dyinging in the quefic or shintund like “Interesting thing”.

I was still asexual and I was all the lack of sexual orientation, and a person was a bit of the sexual orientation. It’s probably even the information will lead to asexuals or being offensive. There was a lack of the group of asexuality if I met. I don’t want to the partner. It submitically shar

So you say “You’ll not figure out”, on and Aromantic Wardies of Relationsondertation/Gimantic Lust. Knows asexual, I did not be driven it about their feelings/affectly too so not

For my aceiversary, I thought it might be fun to run a bunch of what I’ve written through an AI and have it generate text that it thinks sounds like me.

It did not turn out to be fun. It turned out to be mostly incoherent and it used the word “asexual” a lot.

So, accurate, perhaps. But not fun.