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Delete app.py
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app.py
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import os
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import gradio as gr
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from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer
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import torch
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# Load model from environment variable or fallback
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model_id = os.getenv("MODEL_ID", "TheBloke/Mistral-7B-Instruct-v0.3-GPTQ")
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# Load tokenizer and model
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tokenizer = AutoTokenizer.from_pretrained(model_id, use_fast=True)
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model = AutoModelForCausalLM.from_pretrained(
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model_id,
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device_map="auto",
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torch_dtype=torch.float16,
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)
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# Initialize streamer for live output
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streamer = TextStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True)
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# Define the chat function
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def chat(message, history):
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history = history or []
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conversation = history + [(message, "")]
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prompt = tokenizer.apply_chat_template(
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conversation,
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tokenize=False,
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add_generation_prompt=True
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)
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inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
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with torch.no_grad():
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output_ids = model.generate(
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**inputs,
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max_new_tokens=512,
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do_sample=True,
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temperature=0.7,
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top_p=0.95,
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)
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decoded = tokenizer.decode(output_ids[0], skip_special_tokens=True)
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reply = decoded.split(message)[-1].strip()
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return reply
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# Build Gradio UI
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interface = gr.ChatInterface(fn=chat, title="π§ Vynix AI")
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# Launch App
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if _name_ == "_main_":
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interface.launch()
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