keytotext 0.0.1

Keytotext experimental package

keytotext

Idea is to build a model which will take keywords as inputs and generate sentences as outputs.

Model:

Two Models have been built:

• Using T5-base size = 850 MB can be found here: https://huggingface.co/gagan3012/keytotext
• Using T5-small size = 230 MB can be found here: https://huggingface.co/gagan3012/keytotext-small
• Updated model: https://huggingface.co/gagan3012/k2t

Usage:

from transformers import AutoTokenizer, AutoModelWithLMHead
  
tokenizer = AutoTokenizer.from_pretrained("gagan3012/k2t")

model = AutoModelWithLMHead.from_pretrained("gagan3012/k2t")

This uses a custom streamlit component built by me: GitHub

pip install streamlit-tags

The installation can also be found on PyPi

Demo:

https://share.streamlit.io/gagan3012/keytotext/app.py

Example:

['India', 'Wedding'] -> We are celebrating today in New Delhi with three wedding anniversary parties.