fpem123 / GPT2-TheOffice

Make The Office script using GPT-2 model

GPT2 The Office

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

You can download the model here: Hugging face

Fine tuning data: Kaggle

Model information

Base model: gpt-2 large
Epoch: 30
Train runtime: 6000.7391 secs
Loss: 0.0314

How to use

* First, Choose The Office 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 The Office character name.
text: The base of script.
length: The size of generated text. (min: 50)

Output foramt

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

* With CLI *

Input example

curl -X POST "https://master-gpt2-the-office-fpem123.endpoint.ainize.ai/office" -H "accept: application/json" -H "Content-Type: multipart/form-data" -F "name=Michael" -F "text=Hello" -F "length=50"

Output example

{
  "0": [
    [
      "Michael",
      " Hello, good morning."
    ],
    [
      "Pam",
      " Good morning."
    ],
    [
      "Michael",
      " You ready? And we're off, like a herd of turtles."
    ],
    [
      "Michael",
      " Well, Pam and I have eloped. Actually we just robbed a bank, and we are"
    ]
  ]
}

* With swagger *

API page: Ainize

* With a Demo *

Demo page: End-point