Create inference.py
Browse files- inference.py +27 -0
inference.py
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# inference.py
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from transformers import pipeline
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# This will be called once, at container startup
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def init():
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global generator
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generator = pipeline(
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"text2text-generation",
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model=".",
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tokenizer=".",
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device=0, # GPU 0
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max_length=128,
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do_sample=True,
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top_p=0.9,
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temperature=0.7
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)
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# This will be called for every request
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def run(request: dict):
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"""
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Expects: { "inputs": "<your-prompt>" }
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Returns: { "generated_text": "..." }
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"""
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prompt = request.get("inputs", "")
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outputs = generator(prompt)
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return { "generated_text": outputs[0]["generated_text"] }
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