Spaces:
Running
on
Zero
Running
on
Zero
README.mdのタイトル、絵文字、色の設定を更新し、ライセンス情報を追加しました。
Browse files- README.md +5 -4
- app.py +61 -0
- requirements.txt +7 -0
README.md
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---
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title: Heron
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emoji:
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sdk: gradio
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sdk_version: 5.29.0
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app_file: app.py
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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title: Heron NVILA Lite
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emoji: 🏆
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colorFrom: blue
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colorTo: yellow
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sdk: gradio
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sdk_version: 5.29.0
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app_file: app.py
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pinned: false
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license: apache-2.0
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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from transformers import AutoConfig, AutoModel
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import gradio as gr
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import spaces
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model_path = "turing-motors/Heron-NVILA-Lite-15B"
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# or directly from_pretrained
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model = AutoModel.from_pretrained(model_path, trust_remote_code=True, device_map="auto")
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# examples generate using generation_config
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from PIL import Image
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import requests
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from transformers import GenerationConfig
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generation_config = {
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"max_new_tokens": 2048,
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"temperature": 0.5,
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"do_sample": True,
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}
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generation_config = GenerationConfig(**generation_config)
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DESCRIPTION = '''
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<div>
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<h1 style="text-align: center;">非公式Heron-NVILA-Lite-15B</h1>
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<p>Heron-NVILA-Lite-15Bの非公式デモだよ。 <a href="https://huggingface.co/turing-motors/Heron-NVILA-Lite-15B"><b>turing-motors/Heron-NVILA-Lite-15B</b></a>.</p>
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</div>
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'''
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@spaces.GPU()
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def infer(image):
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response = model.generate_content(
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[image, "画像を可能な限り詳細に説明してください。"],
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generation_config=generation_config
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)
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return response
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css = """
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h1 {
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text-align: center;
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display: block;
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}
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#col-container {
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margin: 0 auto;
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max-width: 520px;
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}
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"""
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with gr.Blocks(fill_height=True, css=css) as demo:
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with gr.Column(elem_id="col-container"):
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gr.Markdown(DESCRIPTION)
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image_input=gr.Image(type="pil", label="画像をアップロード")
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run_button = gr.Button("画像の説明文を生成する", scale=0)
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text_output=gr.Textbox(label="生成されたテキスト")
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run_button.click(
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fn = infer,
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inputs = image_input,
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outputs = text_output,
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)
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if __name__ == "__main__":
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demo.launch(mcp_server=True)
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requirements.txt
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transformers==4.45.0
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accelerate
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opencv-python
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torchvision
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einops
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pillow
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git+https://github.com/bfshi/scaling_on_scales.git
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