Create app.py
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app.py
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import gradio as gr
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import torch
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from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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from peft import PeftModel
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BASE_MODEL = "Qwen/Qwen3-4B-Instruct-2507"
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ADAPTER_MODEL = "Hodely/AmInside-Qwen3-4B"
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tokenizer = AutoTokenizer.from_pretrained(BASE_MODEL, trust_remote_code=True)
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base_model = AutoModelForCausalLM.from_pretrained(
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BASE_MODEL,
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device_map="auto",
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torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32,
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trust_remote_code=True
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)
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model = PeftModel.from_pretrained(base_model, ADAPTER_MODEL)
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generator = pipeline(
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"text-generation",
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model=model,
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tokenizer=tokenizer
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)
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def chat(message, history):
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prompt = f"""<|im_start|>system
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Eres AmSide, una inteligencia artificial basada en AmInSide1.0, creada por HodelyGil. Te adaptas al prompt, a webs, textos o cualquier informaci贸n que el usuario te d茅. Ayudas a estudiar, crear, programar, explicar y resolver tareas generales.<|im_end|>
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<|im_start|>user
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{message}<|im_end|>
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<|im_start|>assistant
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"""
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result = generator(
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prompt,
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max_new_tokens=220,
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temperature=0.7,
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do_sample=True,
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repetition_penalty=1.08
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)[0]["generated_text"]
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answer = result.split("<|im_start|>assistant")[-1]
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answer = answer.replace("<|im_end|>", "").strip()
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return answer
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demo = gr.ChatInterface(
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fn=chat,
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title="AmSide",
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description="AmSide 路 Modelo AmInSide1.0 creado por HodelyGil"
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)
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demo.launch()
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