GPT2 Futurama

This project generate Futurama script using GPT-2 model.

You can download the model here: google drive

Fine tuning data: Kaggle

Model information

Base model: gpt-2 large
Epoch: 30
Train runtime: 2826.5997 secs
Loss: 0.0244

How to use

* First, Choose Futurama 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 Futurama 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-futurama-fpem123.endpoint.ainize.ai/futurama" -H "accept: application/json" -H "Content-Type: multipart/form-data" -F "name=Fry" -F "text=Hello," -F "length=50"

Output example

{
  "0": [
    [
      "Fry",
      " Hello, there."
    ],
    [
      "Leela",
      " Good to see you."
    ],
    [
      "Fry",
      " You?"
    ],
    [
      "Leela",
      " And me."
    ],
    ...
  ]
}

* With swagger *

API page: Ainize

* With a Demo *

Demo page: End-point