GPT2 Friends

This project generate Friends 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: 8982.6895 secs
Loss: 0.0346

How to use

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

Output example

{
  "0": [
    [
      "Rachel",
      " Hello."
    ],
    [
      "Joey",
      " (on phone) Hey, its Joey!"
    ],
    [
      "Rachel",
      " Hey, Joey! Hey! Ooh! Ooh! I just say someone on the-that looks just like you on the subway. And I was gonna go"
    ]
  ]
}

* With swagger *

API page: Ainize

* With a Demo *

Demo page: End-point