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models.py
CHANGED
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@@ -66,6 +66,13 @@ def get_cached_model(
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return model, params_cpu
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def generate(
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model_name: str, sampler: str, image: PIL.Image.Image, prompt: str
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@@ -90,8 +97,16 @@ def generate(
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n_ubatch=512,
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n_batch=512,
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)
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print(prompt)
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return model.create_chat_completion(messages=[{
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"role": "user",
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"content":
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}])["choices"][0]["message"]["content"]
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)
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return model, params_cpu
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def pil_image_to_base64(image: PIL.Image.Image) -> str:
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"""Converts PIL image to base64."""
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import io
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import base64
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buffered = io.BytesIO()
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image.save(buffered, format='JPEG')
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return base64.b64encode(buffered.getvalue()).decode('utf-8')
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def generate(
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model_name: str, sampler: str, image: PIL.Image.Image, prompt: str
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n_ubatch=512,
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n_batch=512,
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)
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return model.create_chat_completion(messages=[{
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"role": "user",
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"content": [
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{
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"type": "text",
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"text": prompt
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},
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{
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"type": "image_url",
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"image_url": "data:image/jpeg;base64," + pil_image_to_base64(image)
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}
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]
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}])["choices"][0]["message"]["content"]
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