GPT2 Simpsons

This project generate The Simpsons script using GPT-2 model.

Fine tuning data: Kaggle

Model download: Google drive

Model information

Base model: gpt-2 large
Epoch: 30
Train runtime: 20515.6554 secs
Loss: 0.0394

How to use

* First, Choose The Simpsons character name.
* Second, Fill what the character will say in text. This will be base of script.
* And then, Fill number in length. Text is created as long as "length". I recommend between 100 and 300.
* If length is so big, generate time will be long.

Post parameter

name: The Simpsons character name.
text: The base of script.
length: The size of generated text.(min: 50)

Output foramt

{"0": [[character name, dialog], [character name, dialog], ...]}

Image reference

static/README.md

* With CLI *

Input example

curl -X POST "https://master-gpt2-simpsons-fpem123.endpoint.ainize.ai/simpsons" -H "accept: application/json" -H "Content-Type: multipart/form-data" -F "name=Homer Simpson" -F "text=Hello everyonew" -F "length=100"

Output example

{
  "0": [
    [
      "Homer Simpson",
      " Hello everyone."
    ],
    [
      "Bart Simpson",
      " Homer."
    ],
    [
      "Homer Simpson",
      " Wake up, boy."
    ],
    [
      "Homer Simpson",
      " Be honest. (POINTED) The girl's not doing it well."
    ],
    [
      "Lisa Simpson",
      " She needs to work on her game"
    ]
  ]
}

* With swagger *

API page: In Ainize

* With a Demo *

Demo page: End-point