{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "3WL-G_f2_ld8"
},
"source": [
"# min(DALL·E)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Zl_ZFisFApeh"
},
"source": [
"### Download models"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"cellView": "code",
"id": "ix_xt4X1_6F4"
},
"outputs": [],
"source": [
"! pip install min-dalle"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "kViq2dMbGDKt"
},
"source": [
"### Load Model"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "8W-L2ICFGFup",
"outputId": "ed475d82-77e2-437e-acde-6a3e058a3885"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"initializing MinDalleTorch\n",
"downloading tokenizer params\n",
"intializing TextTokenizer\n",
"downloading encoder params\n",
"initializing DalleBartEncoderTorch\n",
"downloading decoder params\n",
"initializing DalleBartDecoderTorch\n",
"downloading detokenizer params\n",
"initializing VQGanDetokenizer\n"
]
}
],
"source": [
"from min_dalle import MinDalleTorch\n",
"\n",
"model = MinDalleTorch(is_mega=True, is_reusable=True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "c52TV1GbBNgS"
},
"source": [
"### Generate an Image"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 511
},
"id": "nQ0UG05dA4p2",
"outputId": "de43cd92-253c-431e-c8c2-26ccd2631925"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"tokenizing text\n",
"['Ġcctv']\n",
"['Ġof']\n",
"['Ġyoda']\n",
"['Ġrob', 'bing']\n",
"['Ġa']\n",
"['Ġliquor']\n",
"['Ġstore']\n",
"text tokens [0, 17685, 111, 24509, 976, 11811, 58, 13142, 1110, 2]\n",
"encoding text tokens\n",
"sampling image tokens\n",
"detokenizing image\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"CPU times: user 7.39 s, sys: 4.41 ms, total: 7.39 s\n",
"Wall time: 7.35 s\n"
]
}
],
"source": [
"%%time\n",
"\n",
"text = \"cctv of yoda robbing a liquor store\" #@param {type:\"string\"}\n",
"seed = 0 #@param {type:\"integer\"}\n",
"\n",
"display(model.generate_image(text, seed))"
]
}
],
"metadata": {
"accelerator": "GPU",
"colab": {
"collapsed_sections": [
"Zl_ZFisFApeh"
],
"name": "min-dalle",
"provenance": [],
"include_colab_link": true
},
"gpuClass": "standard",
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
},
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 0
}