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Diff for: ‎New_Python_Libraries/02.Gradio_Transformer_translation.ipynb

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{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"name": "01.Gradio_Transformer_translation.ipynb",
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"provenance": [],
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"authorship_tag": "ABX9TyN1Ic3+1wOaz80ygMA+1kZi",
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"include_colab_link": true
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},
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3"
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},
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"language_info": {
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"name": "python"
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}
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},
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "view-in-github",
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"colab_type": "text"
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},
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"source": [
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"<a href=\"https://colab.research.google.com/github/gulabpatel/Python_Tutorials/blob/master/New_Python_Libraries/02.Gradio_Transformer_translation.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "VsVaB3G7CqPD"
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},
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"source": [
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"!pip install -q gradio\n",
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"!pip install -q transformers"
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],
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"execution_count": 1,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "hNRnSxLFG6X0"
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},
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"source": [
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"import gradio as gr"
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],
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"execution_count": 2,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "p_UbK4W3HDAQ"
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},
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"source": [
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"import transformers"
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],
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"execution_count": 3,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/",
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"height": 35
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},
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"id": "7yY7Wum9HOU8",
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"outputId": "dd92b6da-9d69-4422-d340-45c2f09d517e"
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},
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"source": [
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"transformers.__version__"
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],
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"execution_count": 4,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"application/vnd.google.colaboratory.intrinsic+json": {
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"type": "string"
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},
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"text/plain": [
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"'4.11.1'"
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]
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},
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"metadata": {},
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"execution_count": 4
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}
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "s7Ie2WlpHTPB"
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},
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"source": [
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"from transformers import pipeline"
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],
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"execution_count": 5,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "tEnwoBX-Ha1V",
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"outputId": "71343143-144e-41f1-9737-d20e0e323080"
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},
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"source": [
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"translation_pipe = pipeline(\"translation_en_to_fr\")"
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],
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"execution_count": 6,
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"outputs": [
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{
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"output_type": "stream",
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"name": "stderr",
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"text": [
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"No model was supplied, defaulted to t5-base (https://huggingface.co/t5-base)\n"
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]
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}
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "xOpDrVmpH0ZT"
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},
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"source": [
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"result = translation_pipe(\"I like Mathematics and Computers\")"
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],
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"execution_count": 7,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/",
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"height": 35
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},
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"id": "MyFLuOOjIJ7b",
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"outputId": "94487eef-f2e2-4901-8735-0b6d7063fa38"
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},
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"source": [
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"result[0]['translation_text']"
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],
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"execution_count": 8,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"application/vnd.google.colaboratory.intrinsic+json": {
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"type": "string"
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},
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"text/plain": [
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"\"J'aime les mathématiques et l'informatique\""
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]
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},
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"metadata": {},
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"execution_count": 8
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}
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "ZfNNt-qTIKrC"
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},
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"source": [
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"def translate_gradio(input):\n",
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" result = translation_pipe(input)\n",
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" return result[0]['translation_text']"
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],
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"execution_count": 9,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "4BPf0PnNJHwZ"
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},
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"source": [
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"translate_interface = gr.Interface(fn=translate_gradio, inputs=\"text\", outputs=\"text\")"
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],
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"execution_count": 10,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/",
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"height": 891
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},
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"id": "MfuC5N62JyOW",
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"outputId": "e2b8af58-edae-4a9c-8467-8d93f8493a5e"
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},
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"source": [
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"translate_interface.launch(debug=True)"
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],
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"execution_count": 11,
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"Colab notebook detected. This cell will run indefinitely so that you can see errors and logs. To turn off, set debug=False in launch().\n",
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"This share link will expire in 72 hours. If you need a permanent link, visit: https://gradio.app/introducing-hosted\n",
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"Running on External URL: https://43675.gradio.app\n",
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"Interface loading below...\n"
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]
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},
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{
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"output_type": "display_data",
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"data": {
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"text/html": [
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"\n",
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" <iframe\n",
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" width=\"900\"\n",
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" height=\"500\"\n",
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" src=\"https://43675.gradio.app\"\n",
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" frameborder=\"0\"\n",
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" allowfullscreen\n",
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" ></iframe>\n",
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" "
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],
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"text/plain": [
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"<IPython.lib.display.IFrame at 0x7f9453248e10>"
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"metadata": {}
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},
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{
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"output_type": "error",
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"ename": "KeyboardInterrupt",
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"evalue": "ignored",
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"traceback": [
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"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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"\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
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"\u001b[0;32m<ipython-input-11-3db5863613ea>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mtranslate_interface\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlaunch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdebug\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
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"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/gradio/interface.py\u001b[0m in \u001b[0;36mlaunch\u001b[0;34m(self, inline, inbrowser, share, debug, auth, auth_message, private_endpoint, prevent_thread_lock)\u001b[0m\n\u001b[1;32m 588\u001b[0m \u001b[0;32mwhile\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 589\u001b[0m \u001b[0msys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstdout\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mflush\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 590\u001b[0;31m \u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0.1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 591\u001b[0m \u001b[0mis_in_interactive_mode\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbool\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgetattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msys\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'ps1'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mflags\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minteractive\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 592\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mprevent_thread_lock\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mis_in_interactive_mode\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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"\u001b[0;31mKeyboardInterrupt\u001b[0m: "
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]
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}
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]
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{
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"cell_type": "code",
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"metadata": {
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"id": "r4IdhWFLKGkr"
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},
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"source": [
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""
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],
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"execution_count": null,
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"outputs": []
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}
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]
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}

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