dasillygoober1 commited on
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Create app.py

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  1. app.py +20 -0
app.py ADDED
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+ from transformers import AutoTokenizer, AutoModelForCausalLM
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+ import torch
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+ import gradio as gr
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+
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+ model_id = "TheBloke/Mistral-7B-Instruct-v0.1-GPTQ"
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+
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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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+ trust_remote_code=True,
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+ revision="main"
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+ )
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+
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+ def chat(prompt):
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+ inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
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+ outputs = model.generate(**inputs, max_new_tokens=200, do_sample=True, temperature=0.7)
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ gr.Interface(fn=chat, inputs="text", outputs="text", title="🧠 Mistral Chatbot").launch()