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philipp-zettl
commited on
Update app.py
Browse files
app.py
CHANGED
@@ -1,16 +1,18 @@
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import gradio as gr
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from transformers import AutoTokenizer
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from model import MultiHeadClassification
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model = MultiHeadClassification.from_pretrained(
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'philipp-zettl/multi-head-sequence-classification-model',
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{"GGU": 3, "sentiment": 3}
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)
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tokenizer = AutoTokenizer.from_pretrained('BAAI/bge-m3')
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def generate(prompt):
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inputs = tokenizer([prompt])
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return model(**inputs)
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import gradio as gr
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from transformers import AutoTokenizer
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from model import MultiHeadClassification
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import spaces
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model = MultiHeadClassification.from_pretrained(
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'philipp-zettl/multi-head-sequence-classification-model',
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{"GGU": 3, "sentiment": 3}
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).to('cuda')
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tokenizer = AutoTokenizer.from_pretrained('BAAI/bge-m3')
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@spaces.GPU()
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def generate(prompt):
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inputs = tokenizer([prompt]).to('cuda')
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return model(**inputs)
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