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Update app.py
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app.py
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@@ -71,47 +71,43 @@ theme = gr.themes.Default(primary_hue="blue").set(
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with gr.Blocks(theme='upsatwal/mlsc_tiet') as demo:
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# gr.Markdown("## MulitModal Phi2 Model Pretraining and Finetuning from Scratch")
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# gr.Markdown("This is a multimodal implementation of [Phi2](https://huggingface.co/microsoft/phi-2) model. Please find the source code and training details [here](https://github.com/RaviNaik/ERA-CAPSTONE/MultiModalPhi2).")
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# avatar_images=("π§", "π€"),
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# height=550,
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# )
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with gr.Row():
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chatbot = gr.Chatbot(
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# audio_upload = gr.Audio(source="upload", type="filepath")
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# audio_mic = gr.Audio(source="microphone", type="filepath", format="mp3")
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audio_upload = gr.Audio(type="filepath")
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# with gr.Column():
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# Adding a Button
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submit.click(
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add_content,
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inputs=[chatbot, prompt, image, audio_upload],
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outputs=[chatbot],
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).success(
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run,
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inputs=[chatbot, prompt, image, audio_upload],
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outputs=[chatbot, prompt, image, audio_upload],
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)
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clear.click(
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clear_data,
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outputs=[prompt, image, audio_upload, chatbot],
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)
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demo.launch()
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with gr.Blocks(theme='upsatwal/mlsc_tiet') as demo:
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gr.Markdown("## MulitModal Phi2 Model Pretraining and Finetuning from Scratch")
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# with gr.Row() as title_row:
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# with gr.Column():
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# # Create an empty column on the left for spacing
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# pass
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# with gr.Column():
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# # Add Markdown with centered text
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# gr.Markdown("## MulitModal Phi2 Model Pretraining and Finetuning from Scratch")
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# gr.Markdown("This is a multimodal implementation of [Phi2](https://huggingface.co/microsoft/phi-2) model. Please find the source code and training details [here](https://github.com/RaviNaik/ERA-CAPSTONE/MultiModalPhi2).")
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# # with gr.Column():
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# # # Create an empty column on the right for spacing
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# # pass
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gr.Markdown(
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"""This is a multimodal implementation of [Phi2](https://huggingface.co/microsoft/phi-2) model. Please find the source code and training details [here](https://github.com/RaviNaik/ERA-CAPSTONE/MultiModalPhi2).
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### Details:
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1. LLM Backbone: [Phi2](https://huggingface.co/microsoft/phi-2)
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2. Vision Tower: [clip-vit-large-patch14-336](https://huggingface.co/openai/clip-vit-large-patch14-336)
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3. Audio Model: [Whisper Tiny](https://huggingface.co/openai/whisper-tiny)
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4. Pretraining Dataset: [LAION-CC-SBU dataset with BLIP captions(200k samples)](https://huggingface.co/datasets/liuhaotian/LLaVA-Pretrain)
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5. Finetuning Dataset: [Instruct 150k dataset based on COCO](https://huggingface.co/datasets/liuhaotian/LLaVA-Instruct-150K)
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6. Finetuned Model: [GunaKoppula/Llava-Phi2](https://huggingface.co/GunaKoppula/Llava-Phi2)
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"""
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)
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# with gr.Row(scale=8):
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# with gr.Box():
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# with gr.Row():
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# chatbot = gr.Chatbot(
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# avatar_images=("π§", "π€"),
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# height=550,
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# )
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with gr.Row():
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chatbot = gr.Chatbot(
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# audio_upload = gr.Audio(source="upload", type="filepath")
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# audio_mic = gr.Audio(source="microphone", type="filepath", format="mp3")
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audio_upload = gr.Audio(type="filepath")
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audio_mic = gr.Microphone(source="microphone", type="filepath", format="mp3")
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# with gr.Column():
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# Adding a Button
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submit.click(
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add_content,
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inputs=[chatbot, prompt, image, audio_upload, audio_mic],
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# inputs=[chatbot, prompt, image, audio_upload],
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outputs=[chatbot],
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).success(
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run,
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inputs=[chatbot, prompt, image, audio_upload, audio_mic],
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# inputs=[chatbot, prompt, image, audio_upload],
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outputs=[chatbot, prompt, image, audio_upload, audio_mic],
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# outputs=[chatbot, prompt, image, audio_upload],
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)
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clear.click(
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clear_data,
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outputs=[prompt, image, audio_upload, audio_mic, chatbot],
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# outputs=[prompt, image, audio_upload, chatbot],
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)
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demo.launch()
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