Spaces:
Running
on
Zero
Running
on
Zero
mjavaid
commited on
Commit
·
b3d358d
1
Parent(s):
43ab5c7
first commit
Browse files
app.py
CHANGED
@@ -6,90 +6,75 @@ import os
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hf_token = os.environ["HF_TOKEN"]
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@spaces.GPU
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def get_response(message, chat_history, image
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#
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if image is
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user_content = []
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user_content.append({"type": "image", "image": image})
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if message:
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user_content.append({"type": "text", "text": message})
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messages.append({"role": "user", "content": user_content})
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else:
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# Text-only pipeline
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pipe = pipeline(
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"text-generation",
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model="google/gemma-3-4b-it",
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device="cuda",
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torch_dtype=torch.bfloat16,
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use_auth_token=hf_token
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)
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{
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"role": "system",
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"content": "You are a helpful assistant."
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},
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{
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"role": "user",
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"content": message
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}
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]
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# Call the
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output = pipe(text=messages, max_new_tokens=200)
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try:
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response = output[0]["generated_text"][-1]["content"]
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else:
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response = output[0]["generated_text"]
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chat_history.append((message, response))
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return "", chat_history
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except (KeyError, IndexError, TypeError) as e:
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error_message = f"Error processing the response: {str(e)}"
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chat_history.append((message, error_message))
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with gr.Blocks() as demo:
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gr.Markdown("# Gemma 3 Chat
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gr.Markdown("Chat with Gemma 3
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chatbot = gr.Chatbot()
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with gr.Row():
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msg = gr.Textbox(
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show_label=False,
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placeholder="Type your message here...",
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scale=4
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)
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img = gr.Image(
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type="pil",
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label="Upload image (
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scale=1
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)
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submit_btn = gr.Button("Send")
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submit_btn.click(
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get_response,
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inputs=[msg, chatbot, img],
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@@ -101,6 +86,12 @@ with gr.Blocks() as demo:
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inputs=[msg, chatbot, img],
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outputs=[msg, chatbot]
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)
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if __name__ == "__main__":
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demo.launch()
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hf_token = os.environ["HF_TOKEN"]
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# Load the Gemma 3 pipeline
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pipe = pipeline(
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"image-text-to-text",
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model="google/gemma-3-4b-it",
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device="cuda",
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torch_dtype=torch.bfloat16,
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use_auth_token=hf_token
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)
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@spaces.GPU
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def get_response(message, chat_history, image):
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# Check if image is provided
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if image is None:
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chat_history.append((message, "Please upload an image (required)"))
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return "", chat_history
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messages = [
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{
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"role": "system",
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"content": [{"type": "text", "text": "You are a helpful assistant."}]
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}
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]
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user_content = [{"type": "image", "image": image}]
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# Add text message if provided
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if message:
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user_content.append({"type": "text", "text": message})
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messages.append({"role": "user", "content": user_content})
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# Call the pipeline
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output = pipe(text=messages, max_new_tokens=200)
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try:
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response = output[0]["generated_text"][-1]["content"]
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chat_history.append((message, response))
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except (KeyError, IndexError, TypeError) as e:
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error_message = f"Error processing the response: {str(e)}"
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chat_history.append((message, error_message))
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return "", chat_history
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with gr.Blocks() as demo:
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gr.Markdown("# Gemma 3 Image Chat")
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gr.Markdown("Chat with Gemma 3 about images. Image upload is required for each message.")
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chatbot = gr.Chatbot()
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with gr.Row():
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msg = gr.Textbox(
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show_label=False,
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placeholder="Type your message here about the image...",
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scale=4
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)
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img = gr.Image(
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type="pil",
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label="Upload image (required)",
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scale=1
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)
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submit_btn = gr.Button("Send")
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# Clear button to reset the interface
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clear_btn = gr.Button("Clear")
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def clear_interface():
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return "", [], None
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submit_btn.click(
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get_response,
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inputs=[msg, chatbot, img],
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inputs=[msg, chatbot, img],
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outputs=[msg, chatbot]
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)
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clear_btn.click(
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clear_interface,
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inputs=None,
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outputs=[msg, chatbot, img]
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)
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if __name__ == "__main__":
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demo.launch()
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