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+ To build this finetuned CLIP using LORA on Turkish language.
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+ You can get more information (and code 🎉) on how to train or use the model on my [github].
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+ [github]: https://github.com/kesimeg/LORA-turkish-clip
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+ # How to use the model?
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+ You can use the model like shown in below:
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+ ```Python
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+ from PIL import Image
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+ from transformers import CLIPProcessor, CLIPModel
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+ model = CLIPModel.from_pretrained("openai/clip-vit-base-patch32")
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+ model.load_adapter("kesimeg/lora-turkish-clip")
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+ model.eval()
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+ processor = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch32")
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+ img = Image.open("dog.png") # A dog image
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+ inputs = processor(text=["Çimenler içinde bir köpek.","Bir köpek.","Çimenler içinde bir kuş."], images=img, return_tensors="pt", padding=True)
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+ outputs = model(**inputs)
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+ logits_per_image = outputs.logits_per_image
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+ probs = logits_per_image.softmax(dim=1)
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+ print(probs)
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+ ```