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Update app.py
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app.py
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@@ -8,7 +8,7 @@ import uvicorn
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# -------------------------------
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# SETTINGS
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# -------------------------------
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MODEL_NAME = "TheDrummer/Gemmasutra-Mini-2B-v1"
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DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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MAX_TOKENS = 512 # max tokens for a response
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@@ -56,6 +56,9 @@ async def ask_ai(request: Request):
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data = await request.json()
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user_prompt = data.get("prompt", "")
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# Combine system prompt + user input
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full_prompt = SYSTEM_PROMPT + "\nUser: " + user_prompt + "\nAI:"
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@@ -64,28 +67,33 @@ async def ask_ai(request: Request):
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# Generate response
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outputs = model.generate(
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)
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# Decode output
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# Remove the system prompt from reply
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reply = reply.replace(full_prompt, "").strip()
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return {"reply": reply}
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# -------------------------------
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# RUN SERVER
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# -------------------------------
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if __name__ == "__main__":
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uvicorn.run(app, host="0.0.0.0", port=7860)
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# -------------------------------
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# SETTINGS
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# -------------------------------
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MODEL_NAME = "TheDrummer/Gemmasutra-Mini-2B-v1"
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DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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MAX_TOKENS = 512 # max tokens for a response
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data = await request.json()
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user_prompt = data.get("prompt", "")
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if not user_prompt.strip():
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return {"reply": "No prompt provided."}
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# Combine system prompt + user input
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full_prompt = SYSTEM_PROMPT + "\nUser: " + user_prompt + "\nAI:"
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# Generate response
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outputs = model.generate(
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**inputs, # ← fixed: was using undefined 'input_ids'
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max_new_tokens=300,
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do_sample=False,
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temperature=0.0,
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top_p=1.0,
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repetition_penalty=1.1,
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eos_token_id=tokenizer.eos_token_id
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)
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# Decode output
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generated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
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# Extract only the new part after the prompt (most reliable method)
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if generated_text.startswith(full_prompt):
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reply = generated_text[len(full_prompt):].strip()
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else:
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# fallback - try to cut after last "AI:"
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if "AI:" in generated_text:
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reply = generated_text.split("AI:")[-1].strip()
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else:
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reply = generated_text.strip()
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return {"reply": reply}
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# -------------------------------
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# RUN SERVER
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# -------------------------------
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if __name__ == "__main__":
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uvicorn.run(app, host="0.0.0.0", port=7860)
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