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3339cd8
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Parent(s):
1fc59d5
Added application and requirements.txt file
Browse files- app.py +26 -0
- requirements.txt +44 -0
app.py
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import gradio as gr
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from transformers import pipeline
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model_name = "bigscience/bloom-560m"
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nlp_model = pipeline("text-generation", model=model_name, tokenizer=model_name)
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def generate_text(input_text, max_length):
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generated_text = nlp_model(input_text, max_length=max_length)
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return f"<br>---<br>".join([sequence["generated_text"] for sequence in generated_text])
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input_textbox = gr.inputs.Textbox(lines=5, placeholder="Enter your text here...")
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max_length_slider = gr.inputs.Slider(minimum=10, maximum=200, default=50, step=1, label="Max Length")
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output_html = gr.outputs.HTML()
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gr.Interface(
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fn=generate_text,
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inputs=[input_textbox, max_length_slider],
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outputs=output_html,
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title="Bloom-560m Text Generation",
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description="A demo for the bigscience/bloom-560m model.",
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disable_cache=True,
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).launch()
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requirements.txt
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aiohttp==3.8.4
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aiosignal==1.3.1
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async-timeout==4.0.2
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attrs==22.2.0
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certifi==2022.9.24
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cffi==1.15.1
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charset-normalizer==2.1.1
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click==8.1.3
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cryptography==38.0.4
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distlib==0.3.6
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filelock==3.9.0
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frozenlist==1.3.3
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gigalixir==1.3.1
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idna==3.4
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joblib==1.2.0
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multidict==6.0.4
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numpy==1.23.5
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openai==0.27.2
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packaging==22.0
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pipenv==2023.2.4
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platformdirs==3.0.0
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pycparser==2.21
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pydantic==1.10.2
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Pygments==2.13.0
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pyOpenSSL==22.1.0
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PyPDF2==3.0.1
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pyreadline==2.1
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qrcode==7.3.1
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replicate==0.4.0
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requests==2.28.1
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rollbar==0.16.3
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scikit-learn==1.1.3
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scipy==1.9.3
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six==1.16.0
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sklearn==0.0.post1
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stripe==5.0.0
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threadpoolctl==3.1.0
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tqdm==4.65.0
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typing_extensions==4.4.0
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urllib3==1.26.13
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virtualenv==20.19.0
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virtualenv-clone==0.5.7
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yarl==1.8.2
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