GPT2 MCU

This project generate MCU script using GPT-2 model.

Fine tuning data: Kaggle

Model download: Google drive

Model information

Base model: gpt-2 large
Epoch: 30
Train runtime: 2025.88 secs
Loss: 0.0221

How to use

* First, Choose MCU 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 MCU 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-mcu-fpem123.endpoint.ainize.ai/mcu" -H "accept: application/json" -H "Content-Type: multipart/form-data" -F "name=TONY STARK" -F "text=Today, we" -F "length=100"

Output example

{
  "0": [
    [
      "TONY STARK",
      " Today, we're gonna talk about humility. But I'm sure if you were to wrap this up, you'd say, “I know I didn't do that.”"
    ],
    [
      "HELMUT ZEMO",
      " That you did."
    ],
    [
      "TONY STARK",
      " I know. I’m a bit of a diva. I can’t control the stuff that happens around me, but I can control how I react to it. And that’s where you come in."
    ]
  ]
}

* With swagger *

API page: In Ainize

* With a Demo *

Demo page: End-point