32 lines
782 B
Python
32 lines
782 B
Python
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import requests
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from PIL import Image
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from vllm import LLM, SamplingParams
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def run_fuyu():
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llm = LLM(model="adept/fuyu-8b", max_model_len=4096)
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# single-image prompt
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prompt = "What is the highest life expectancy at of male?\n"
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url = "https://huggingface.co/adept/fuyu-8b/resolve/main/chart.png"
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image = Image.open(requests.get(url, stream=True).raw)
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sampling_params = SamplingParams(temperature=0, max_tokens=64)
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outputs = llm.generate(
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{
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"prompt": prompt,
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"multi_modal_data": {
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"image": image
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},
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},
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sampling_params=sampling_params)
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for o in outputs:
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generated_text = o.outputs[0].text
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print(generated_text)
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if __name__ == "__main__":
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run_fuyu()
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