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Runtime error
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added small application
Browse files- app.py +72 -0
- config.yml +12 -0
- requirements.txt +1 -0
app.py
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import gradio as gr
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import yaml
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from gradio.themes.utils import colors
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bfh_blue = colors.Color(
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c50="#edf0f2",
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c100="#dbe0e5",
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c200="#b7c1cb",
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c300="#93a2b1",
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c400="#6f8397",
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c500="#4b647d",
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c600="#3c5064",
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c700="#2d3c4b",
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c800="#1e2832",
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c900="#0f1419",
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c950="#070a0c",
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name="bfh_blue",
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)
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bfh_yellow = colors.Color(
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c50="#fff9e6",
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c100="#fef3cc",
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c200="#fde799",
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c300="#fcdb66",
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c400="#fbcf33",
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c500="#fac300",
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c600="#c89c00",
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c700="#967500",
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c800="#644e00",
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c900="#322700",
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c950="#191300",
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name="bfh_yellow",
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)
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class BFHTheme(gr.themes.Base):
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def __init__(
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self,
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):
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super().__init__(
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primary_hue=bfh_blue,
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secondary_hue=bfh_yellow,
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)
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class InterfaceCreator:
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@staticmethod
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def read_yaml(path):
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with open(path) as f:
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return yaml.safe_load(f)
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@classmethod
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def from_yaml(cls, path):
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"""Initializes Interface from YAML file."""
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content_dict = cls.read_yaml(path)
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return cls.create_interface(**content_dict)
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@classmethod
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def create_interface(cls, name, title=None, description=None, examples=None):
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"""Creates Gradio-Element containing an interface."""
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interface = gr.load(
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name,
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title=None,
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description=description,
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examples=examples,
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theme=BFHTheme(),
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)
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return interface
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if __name__=="__main__":
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interface = InterfaceCreator.from_yaml("config.yml")
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interface.launch()
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config.yml
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title: GPT2 # will be used as tab title and for the link.
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name: huggingface/gpt2 # path to model
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description: >
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Dies ist ein Vorläufermodell von
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GPT-3.5, auf dem ChatGPT beruht. Das Modell vervollständigt eingegebene Texte, in dem
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es immer ein wahrscheinliches nächstes Wort voraussagt. Allerdings hat es auch einen
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kleinen Zufallsfaktor, damit der gleiche Input nicht immer das gleiche Resultat liefern.
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Das hier vorgestellte deutschsprachige GPT-2 Modell hat 124 Millionen Parameter, ist also
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1400x kleiner als ChatGPT - und somit auch erkennbar schlechter in der Textgenerierung.
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examples:
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- Paris is the capital of
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- Auf Deutsch funktioniert das Modell deutlich
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requirements.txt
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pyyaml
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