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Update app.py
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app.py
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import gradio as gr
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from huggingface_hub import hf_hub_download
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from llama_cpp import Llama
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#
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model_path = hf_hub_download(
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repo_id="saiful-ai-dev/MotionMindX",
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filename="Qwen2.5-3B-Instruct-Q4_K_M.gguf"
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)
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# মডেল সেটআপ (
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def respond(message, history):
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return response['choices'][0]['text']
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if __name__ == "__main__":
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demo.launch()
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import gradio as gr
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from huggingface_hub import hf_hub_download
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from llama_cpp import Llama
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import os
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# ১. মডেল ডাউনলোড
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print("⏳ মডেল ডাউনলোড হচ্ছে...")
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model_path = hf_hub_download(
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repo_id="saiful-ai-dev/MotionMindX",
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filename="Qwen2.5-3B-Instruct-Q4_K_M.gguf"
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)
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# ২. মডেল সেটআপ (অল্প র্যাম ব্যবহারের জন্য সেটিংস)
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print("🚀 মডেল মেমরিতে লোড হচ্ছে...")
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llm = Llama(
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model_path=model_path,
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n_ctx=1024, # কনটেক্সট উইন্ডো কিছুটা কমালাম যাতে ক্রাশ না করে
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n_threads=2, # ফ্রি সিপিপিইউ-র জন্য ২ থ্রেড পারফেক্ট
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n_gpu_layers=0 # যেহেতু আমাদের জিপিইউ নেই
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)
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def respond(message, history):
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# প্রম্পট ফরম্যাট
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prompt = f"<|im_start|>system\nYou are Motion Mind X, a friendly SSC/HSC tutor from Bangladesh. Respond in Bengali or English as appropriate.<|im_end|>\n<|im_start|>user\n{message}<|im_end|>\n<|im_start|>assistant\n"
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# জেনারেশন
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response = llm(
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prompt,
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max_tokens=256,
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stop=["<|im_end|>", "user:", "assistant:"],
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echo=False
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)
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return response['choices'][0]['text']
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# ৩. ইন্টারফেস লঞ্চ
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demo = gr.ChatInterface(respond, title="Motion Mind X 🚀")
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if __name__ == "__main__":
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demo.launch(server_name="0.0.0.0", server_port=7860)
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