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Update app.py
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app.py
CHANGED
@@ -2,9 +2,6 @@ import gradio as gr
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from huggingface_hub import InferenceClient
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import time
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"""
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`huggingface_hub` の推論 API サポートについての詳細は、ドキュメントを確認してください: https://huggingface.co/docs/huggingface_hub/v0.22.2/en/guides/inference
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"""
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client = InferenceClient("Qwen/Qwen2.5-3b-Instruct")
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def respond(
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@@ -14,6 +11,7 @@ def respond(
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max_tokens,
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temperature,
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top_p,
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):
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messages = [{"role": "system", "content": system_message}]
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@@ -25,21 +23,23 @@ def respond(
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messages.append({"role": "user", "content": message})
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#
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start_time = time.time()
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response = client.chat_completion(
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messages,
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max_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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)
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elapsed_time = time.time() - start_time #
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"""
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ChatInterfaceのカスタマイズ方法については、gradioのドキュメントを確認してください: https://www.gradio.app/docs/chatinterface
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"""
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demo = gr.ChatInterface(
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respond,
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additional_inputs=[
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@@ -54,6 +54,11 @@ demo = gr.ChatInterface(
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label="Top-p (核サンプリング)",
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),
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],
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)
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if __name__ == "__main__":
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from huggingface_hub import InferenceClient
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import time
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client = InferenceClient("Qwen/Qwen2.5-3b-Instruct")
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def respond(
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max_tokens,
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temperature,
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top_p,
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progress=gr.Progress() # 進捗表示用
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):
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messages = [{"role": "system", "content": system_message}]
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messages.append({"role": "user", "content": message})
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# AI応答時間計測開始
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start_time = time.time()
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response = client.chat_completion(
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messages,
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max_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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)
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elapsed_time = time.time() - start_time # AI応答時間計測終了
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# ユーザーに進捗を表示
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progress(0, f"応答中... {elapsed_time:.2f}秒") # 初期応答時間表示
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time.sleep(0.5) # 応答中に少し待機
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total_response_time = elapsed_time + 0.5 # 総応答時間を計算
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return response.choices[0].message.content, f"予測時間: {elapsed_time:.2f}秒 / 総応答時間: {total_response_time:.2f}秒"
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demo = gr.ChatInterface(
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respond,
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additional_inputs=[
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label="Top-p (核サンプリング)",
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),
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],
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css="""
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.gradio-container {
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background-color: #212121;
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}
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"""
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)
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if __name__ == "__main__":
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