NetherMite commited on
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606ac42
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1 Parent(s): a1ea0a4

Create app.py

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  1. app.py +15 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
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+ import torch
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+
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+ model_name = "google/flan-t5-base"
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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+
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+ def chat(user_input):
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+ input_ids = tokenizer(user_input, return_tensors="pt").input_ids
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+ outputs = model.generate(input_ids, max_new_tokens=200)
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+ reply = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+ return reply
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+
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+ gr.Interface(fn=chat, inputs="text", outputs="text", title="🧠 Multilingual Chatbot (Hindi + English)").launch()