Update app.py
Browse files
app.py
CHANGED
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@@ -6,6 +6,7 @@ model_name = "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B"
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print("Loading model...")
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(
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model_name,
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device_map="auto"
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@@ -14,33 +15,45 @@ model = AutoModelForCausalLM.from_pretrained(
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print("Model loaded!")
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def chat(message, history):
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max_new_tokens=300,
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temperature=0.8,
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top_p=0.95,
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repetition_penalty=1.1,
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do_sample=True
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)
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response = response.split("Assistant:")[-1].strip()
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iface = gr.ChatInterface(
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fn=chat,
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title="Emalawi19 AI 🤖",
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description="
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)
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iface.launch()
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print("Loading model...")
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(
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model_name,
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device_map="auto"
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print("Model loaded!")
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def chat(message, history):
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try:
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conversation = ""
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# Limit history to avoid overload
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for user, bot in history[-3:]:
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conversation += f"User: {user}\nAssistant: {bot}\n"
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conversation += f"User: {message}\nAssistant:"
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inputs = tokenizer(
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conversation,
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return_tensors="pt",
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truncation=True,
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max_length=1024
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).to(model.device)
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outputs = model.generate(
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**inputs,
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max_new_tokens=150,
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temperature=0.7,
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top_p=0.9,
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repetition_penalty=1.1,
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do_sample=True
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)
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response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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# Extract only latest response
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response = response.split("Assistant:")[-1].strip()
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return response
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except Exception as e:
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return "⚠️ Error: Model overloaded. Try again with a shorter question."
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iface = gr.ChatInterface(
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fn=chat,
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title="Emalawi19 AI 🤖",
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description="Chat with your own AI assistant powered by DeepSeek"
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)
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iface.launch()
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