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Madhuri123
commited on
Commit
•
a8abd47
1
Parent(s):
05e38b4
Update app.py
Browse files
app.py
CHANGED
@@ -5,6 +5,7 @@ from PIL import Image
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from transformers import MllamaForConditionalGeneration, AutoProcessor
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from huggingface_hub import login
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import io
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# Authenticate with Hugging Face
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HF_TOKEN = st.secrets["newfinegrained"]
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login(HF_TOKEN)
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@@ -22,9 +23,16 @@ def load_model_and_processor(model_id):
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def generate_text(model, processor, image_url, prompt):
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"""Generate text using the model and processor."""
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try:
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image = Image.open(io.BytesIO(response.content))
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inputs = processor(image, prompt, return_tensors="pt").to(model.device)
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output = model.generate(**inputs, max_new_tokens=30)
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return processor.decode(output[0])
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except Exception as e:
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return f"Error: {e}"
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@@ -64,6 +72,7 @@ if st.button("Generate Haiku"):
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from transformers import MllamaForConditionalGeneration, AutoProcessor
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from huggingface_hub import login
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import io
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# Authenticate with Hugging Face
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HF_TOKEN = st.secrets["newfinegrained"]
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login(HF_TOKEN)
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def generate_text(model, processor, image_url, prompt):
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"""Generate text using the model and processor."""
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try:
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# Fetch the image from the URL
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response = requests.get(image_url)
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response.raise_for_status() # Raise an error if the request fails
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image = Image.open(io.BytesIO(response.content))
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# Process the image and prompt
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inputs = processor(image, prompt, return_tensors="pt").to(model.device)
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output = model.generate(**inputs, max_new_tokens=30)
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# Decode the output
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return processor.decode(output[0])
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except Exception as e:
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return f"Error: {e}"
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