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import gradio as gr | |
# Models | |
jacobe = gr.Interface.load("huggingface/huggingtweets/jacobe") | |
baguioni = gr.Interface.load("huggingface/huggingtweets/baguioni") | |
elonmusk = gr.Interface.load("huggingface/huggingtweets/elonmusk") | |
realdonaldtrump = gr.Interface.load("huggingface/huggingtweets/realdonaldtrump") | |
barackobama = gr.Interface.load("huggingface/huggingtweets/barackobama") | |
karpathy = gr.Interface.load("huggingface/huggingtweets/karpathy") | |
def generated_tweet(inputtext, user): | |
return baguioni(inputtext) | |
if user == 'jacobe': | |
return jacobe(inputtext) | |
if user == 'baguioni': | |
return baguioni(inputtext) | |
if user == 'elonmusk': | |
return jacobe(inputtext) | |
if user == 'realdonaldtrump': | |
return donaldtrump(inputtext) | |
if user == 'karpathy': | |
return karpathy(inputtext) | |
if user == 'barackobama': | |
return barackobama(inputtext) | |
title = "GPT-2 Tweet Generator" | |
description = "<p style='text-align: center'>GPT-2 Tweet Generator Hugging Face Demo. Simply select a twitter account you want to impersonate and input a word/phrase to generate a tweet.</p>" | |
article = "<p style='text-align: center'>Model built by Boris Dayma, https://github.com/borisdayma/huggingtweets</p>" | |
examples = [ | |
['I have a dream','elonmusk'], | |
['I woke up feeling like', 'karpathy'], | |
['The world is a', 'jacobe' ] | |
] | |
gr.Interface( | |
generated_tweet, | |
[gr.inputs.Textbox(label="Input",lines=5), gr.inputs.Dropdown(choices=["baguioni","jacobe", "elonmusk", "realdonaldtrump", "barackobama", "karpathy"], type="value", default="baguioni", label="user")], | |
[gr.outputs.Label(label="Output")], | |
examples=examples, | |
article=article, | |
title=title, | |
description=description).launch() | |