GPT2-bbc

Model information

Base model: gpt-2 large
Epoch: 20
Loss: 0.882
Dataset:BBC dataset (https://www.kaggle.com/shivamkushwaha/bbc-full-text-document-classification)
License: Database: Open Database, Contents: Database Contents

About

this model is based on gpt2 large and fine tuned with bbc script dataset.
this model generates bbc script based on your input keyword.

How to use

three ways to use Gpt2 bbc
	1.  CLI
	2.  Swagger
	3.  Demo

GET parameter

keyword: keyword of bbc script you want to generate

Output format

generated text

With CLI

Input example

curl -X GET "https://master-gpt2-bbc-ha-mulan.endpoint.ainize.ai/api/?keyword=samsung" -H "accept: string"

Output example

samsung is continuing to struggle with its profits and sales following disappointing sales in january sales stood 32 lower than at the same time last year

 however the firm is hopeful of a much better year in 2005 as it continues to work through production bottlenecks and cut costs  the worlds biggest maker of consumer electronics said the firm had witnessed excellent sales over the past 12 months with profits

  appearing to be well ahead of market expectations profit for the year to march will stand at 72bn won 96bn 52bn up 9 from the year before marc demel a strategist at ufj told reuters south koreas top electronics firm has seen quarteronquarter sales growth of just 01 between january and december sales have been below analyst expectations of 19 rise in the three months to september  

 despite seeing healthy net income of 291bn won in the three months to september mr demel said that the electronics market as a whole was showing signs of stabilisation despite the softer than expected january sales figures other industry players also appeared to be taking a longerterm view for the sector with

 for example the european electronics market exhibiting consistent growth electronics shares in western europe fell back 2 in late trading on tuesday

 however the us dollar remained on the rise while the british pound edged higher against the dollar  meanwhile in the us box office comedy christmas with the kranks starring leonardo dicaprio as howard hughes ended its indefinite  

With swagger

API page: Ainize

With a Demo

Demo page: End-point