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07b1ebe
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1 Parent(s): 357b3b3

Create test-model

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  1. test-model +25 -0
test-model ADDED
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+ from transformers.utils import logging
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+ logging.set_verbosity_error()
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+
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+ import warnings
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+ warnings.filterwarnings("ignore",
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+ message="Using the model-agnostic default `max_length`")
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+ import os
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ pipe = pipeline("image-to-text",
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+ model="./models/Salesforce/blip-image-captioning-base")
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+
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+ def launch(input):
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+ out = pipe(input)
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+ return out[0]['generated_text']
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+
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+ iface = gr.Interface(launch,
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+ inputs=gr.Image(type='pil'),
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+ outputs="text")
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+
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+ iface.launch(share=True,
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+ server_port=int(os.environ['PORT1']))
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+
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+ iface.close()